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2025
[c340]
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Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi Ren Fung, Hou Pong Chan, Kevin Small, ChengXiang Zhai, Heng Ji:
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. COLING 2025: 281-296
[c339]
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Jiateng Liu, Lin Ai, Zizhou Liu, Payam Karisani, Zheng Hui, Yi Fung, Preslav Nakov, Julia Hirschberg, Heng Ji:
PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent. COLING 2025: 5607-5628
[c338]
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Shujin Wu, Yi R. Fung, Cheng Qian, Jeonghwan Kim, Dilek Hakkani-Tur, Heng Ji:
Aligning LLMs with Individual Preferences via Interaction. COLING 2025: 7648-7662
[c337]
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Kung-Hsiang Huang, Hou Pong Chan, Kathleen McKeown, Heng Ji:
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media. COLING 2025: 11161-11180
2024
[j22]
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Isabelle Augenstein, Timothy Baldwin, Meeyoung Cha, Tanmoy Chakraborty, Giovanni Luca Ciampaglia, David P. A. Corney, Renee DiResta, Emilio Ferrara, Scott Hale, Alon Y. Halevy, Eduard H. Hovy, Heng Ji, Filippo Menczer, Rubén Míguez, Preslav Nakov, Dietram Scheufele, Shivam Sharma, Giovanni Zagni:
Factuality challenges in the era of large language models and opportunities for fact-checking. Nat. Mac. Intell. 6(8): 852-863 (2024)
[j21]
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Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han:
Large Language Models on Graphs: A Comprehensive Survey. IEEE Trans. Knowl. Data Eng. 36(12): 8622-8642 (2024)
[c336]
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Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han:
Text2DB: Integration-Aware Information Extraction with Large Language Model Agents. ACL (Findings) 2024: 185-205
[c335]
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Qingyun Wang, Doug Downey, Heng Ji, Tom Hope:
SciMON: Scientific Inspiration Machines Optimized for Novelty. ACL (1) 2024: 279-299
[c334]
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Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji:
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning. ACL (Findings) 2024: 730-749
[c333]
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Xianrui Zhong, Yufeng Du, Siru Ouyang, Ming Zhong, Tingfeng Luo, Qirong Ho, Hao Peng, Heng Ji, Jiawei Han:
ActionIE: Action Extraction from Scientific Literature with Programming Languages. ACL (1) 2024: 12656-12671
[c332]
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Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Prem Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji:
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction. ACL (Findings) 2024: 12804-12825
[c331]
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Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji:
Word Embeddings Are Steers for Language Models. ACL (1) 2024: 16410-16430
[c330]
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Thao Nguyen, Tiara Torres-Flores, Changhyun Hwang, Carl Edwards, Ying Diao, Heng Ji:
GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices. CIKM 2024: 4777-4785
[c329]
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Yi Ren Fung, Anoop Kumar, Aram Galstyan, Heng Ji, Prem Natarajan:
Agenda-Driven Question Generation: A Case Study in the Courtroom Domain. LREC/COLING 2024: 572-583
[c328]
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Xiaomeng Jin, Heng Ji:
Schema-based Data Augmentation for Event Extraction. LREC/COLING 2024: 14382-14392
[c327]
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  - conf/cvpr/ChenSCJD24
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Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran:
DRESS : Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback. CVPR 2024: 14239-14250
[c326]
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Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han, Huimin Zhao, Heng Ji:
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction. EACL (Findings) 2024: 1-16
[c325]
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Yong Lin, Hangyu Lin, Wei Xiong, Shizhe Diao, Jianmeng Liu, Jipeng Zhang, Rui Pan, Haoxiang Wang, Wenbin Hu, Hanning Zhang, Hanze Dong, Renjie Pi, Han Zhao, Nan Jiang, Heng Ji, Yuan Yao, Tong Zhang:
Mitigating the Alignment Tax of RLHF. EMNLP 2024: 580-606
[c324]
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Jiateng Liu, Pengfei Yu, Yuji Zhang, Sha Li, Zixuan Zhang, Ruhi Sarikaya, Kevin Small, Heng Ji:
EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation. EMNLP 2024: 4907-4926
[c323]
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Jeonghwan Kim, Heng Ji:
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models. EMNLP 2024: 6187-6207
[c322]
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Shujin Wu, Yi Fung, Sha Li, Yixin Wan, Kai-Wei Chang, Heng Ji:
MACAROON: Training Vision-Language Models To Be Your Engaged Partners. EMNLP (Findings) 2024: 7715-7731
[c321]
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Revanth Gangi Reddy, Omar Attia, Yunyao Li, Heng Ji, Saloni Potdar:
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings. EMNLP 2024: 8630-8641
[c320]
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Revanth Gangi Reddy, JaeHyeok Doo, Yifei Xu, Md. Arafat Sultan, Deevya Swain, Avirup Sil, Heng Ji:
FIRST: Faster Improved Listwise Reranking with Single Token Decoding. EMNLP 2024: 8642-8652
[c319]
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Jiaxin Qin, Zixuan Zhang, Chi Han, Pengfei Yu, Manling Li, Heng Ji:
Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP 2024: 12602-12609
[c318]
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Xudong Lin, Manling Li, Richard S. Zemel, Heng Ji, Shih-Fu Chang:
Training-free Deep Concept Injection Enables Language Models for Video Question Answering. EMNLP 2024: 22399-22416
[c317]
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Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji:
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback. ICLR 2024
[c316]
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Ziqi Wang, Le Hou, Tianjian Lu, Yuexin Wu, Yunxuan Li, Hongkun Yu, Heng Ji:
Enabling Lanuguage Models to Implicitly Learn Self-Improvement. ICLR 2024
[c315]
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Lifan Yuan, Yangyi Chen, Xingyao Wang, Yi Fung, Hao Peng, Heng Ji:
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets. ICLR 2024
[c314]
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  - conf/icml/0015DYW0J0024
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Wei Xiong, Hanze Dong, Chenlu Ye, Ziqi Wang, Han Zhong, Heng Ji, Nan Jiang, Tong Zhang:
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint. ICML 2024
[c313]
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Yue Huang, Lichao Sun, Haoran Wang, Siyuan Wu, Qihui Zhang, Yuan Li, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Hanchi Sun, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bertie Vidgen, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, Joaquin Vanschoren, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yong Chen, Yue Zhao:
Position: TrustLLM: Trustworthiness in Large Language Models. ICML 2024
[c312]
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Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V. Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury:
CHEMREASONER: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback. ICML 2024
[c311]
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Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji:
Executable Code Actions Elicit Better LLM Agents. ICML 2024
[c310]
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  - conf/kdd/MonsefiKZCDJ0R24
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Amin Karimi Monsefi, Payam Karisani, Mengxi Zhou, Stacey Choi, Nathan Doble, Heng Ji, Srinivasan Parthasarathy, Rajiv Ramnath:
Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain. KDD 2024: 1348-1359
[c309]
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Ansel Blume, Khanh Duy Nguyen, Zhenhailong Wang, Yangyi Chen, Michal Shlapentokh-Rothman, Xiaomeng Jin, Jeonghwan Kim, Zhen Zhu, Jiateng Liu, Kuan-Hao Huang, Mankeerat Sidhu, Xuanming Zhang, Vivian Liu, Raunak Sinha, Te-Lin Wu, Abhay Zala, Elias Stengel-Eskin, Da Yin, Yao Xiao, Utkarsh Mall, Zhou Yu, Kai-Wei Chang, Camille Cobb, Karrie Karahalios, Lydia B. Chilton, Mohit Bansal, Nanyun Peng, Carl Vondrick, Derek Hoiem, Heng Ji:
MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System. ACM Multimedia 2024: 11252-11254
[c308]
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Hongyi Liu, Qingyun Wang, Payam Karisani, Heng Ji:
Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences. NAACL-HLT 2024: 1-21
[c307]
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Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran:
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models. NAACL-HLT 2024: 192-210
[c306]
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Xingyao Wang, Hao Peng, Reyhaneh Jabbarvand, Heng Ji:
LETI: Learning to Generate from Textual Interactions. NAACL-HLT (Findings) 2024: 223-239
[c305]
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Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji:
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. NAACL-HLT 2024: 257-279
[c304]
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Zixuan Zhang, Revanth Gangi Reddy, Kevin Small, Tong Zhang, Heng Ji:
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization. NAACL-HLT (Findings) 2024: 742-753
[c303]
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Payam Karisani, Heng Ji:
Fact Checking Beyond Training Set. NAACL-HLT 2024: 2247-2261
[c302]
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Heyi Tao, Sethuraman TV, Michal Shlapentokh-Rothman, Tanmay Gupta, Heng Ji, Derek Hoiem:
WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration. NAACL-HLT (Findings) 2024: 3693-3711
[c301]
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Chi Han, Qifan Wang, Hao Peng, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang:
LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models. NAACL-HLT 2024: 3991-4008
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Hanning Zhang, Shizhe Diao, Yong Lin, Yi R. Fung, Qing Lian, Xingyao Wang, Yangyi Chen, Heng Ji, Tong Zhang:
R-Tuning: Instructing Large Language Models to Say 'I Don't Know'. NAACL-HLT 2024: 7113-7139
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Stuti Agrawal, Pranav Pillai, Nishi Uppuluri, Revanth Gangi Reddy, Sha Li, Gokhan Tur, Dilek Hakkani-Tur, Heng Ji:
Dialog Flow Induction for Constrainable LLM-Based Chatbots. SIGDIAL 2024: 66-77
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Ke Yang, Jiateng Liu, John Wu, Chaoqi Yang, Yi R. Fung, Sha Li, Zixuan Huang, Xu Cao, Xingyao Wang, Yiquan Wang, Heng Ji, Chengxiang Zhai:
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents. CoRR abs/2401.00812 (2024)
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Lichao Sun, Yue Huang, Haoran Wang, Siyuan Wu, Qihui Zhang, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yue Zhao:
TrustLLM: Trustworthiness in Large Language Models. CoRR abs/2401.05561 (2024)
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Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han, Huimin Zhao, Heng Ji:
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction. CoRR abs/2401.10189 (2024)
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Hongyi Liu, Qingyun Wang, Payam Karisani, Heng Ji:
Name Tagging Under Domain Shift via Metric Learning for Life Sciences. CoRR abs/2401.10472 (2024)
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Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji:
Executable Code Actions Elicit Better LLM Agents. CoRR abs/2402.01030 (2024)
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Amin Karimi Monsefi, Payam Karisani, Mengxi Zhou, Stacey Choi, Nathan Doble, Heng Ji, Srinivasan Parthasarathy, Rajiv Ramnath:
Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain. CoRR abs/2402.06190 (2024)
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Kyungha Kim, Sangyun Lee, Kung-Hsiang Huang, Hou Pong Chan, Manling Li, Heng Ji:
Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate. CoRR abs/2402.07401 (2024)
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Yi Fung, Ruining Zhao, Jae Doo, Chenkai Sun, Heng Ji:
Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking. CoRR abs/2402.09369 (2024)
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Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V. Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury:
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback. CoRR abs/2402.10980 (2024)
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Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi R. Fung, Hou Pong Chan, ChengXiang Zhai, Heng Ji:
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. CoRR abs/2402.11060 (2024)
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Jiateng Liu, Pengfei Yu, Yuji Zhang, Sha Li, Zixuan Zhang, Heng Ji:
EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries. CoRR abs/2402.11324 (2024)
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Keyang Xuan, Li Yi, Fan Yang, Ruochen Wu, Yi R. Fung, Heng Ji:
LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation. CoRR abs/2402.11943 (2024)
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Jeonghwan Kim, Heng Ji:
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models. CoRR abs/2402.16315 (2024)
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Carl Edwards, Qingyun Wang, Lawrence Zhao, Heng Ji:
L+M-24: Building a Dataset for Language + Molecules @ ACL 2024. CoRR abs/2403.00791 (2024)
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Kung-Hsiang Huang, Hou Pong Chan, Yi Ren Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji:
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. CoRR abs/2403.12027 (2024)
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Payam Karisani, Heng Ji:
Fact Checking Beyond Training Set. CoRR abs/2403.18671 (2024)
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Zixuan Zhang, Revanth Gangi Reddy, Kevin Small, Tong Zhang, Heng Ji:
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization. CoRR abs/2404.01652 (2024)
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Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji:
Text-Based Reasoning About Vector Graphics. CoRR abs/2404.06479 (2024)
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Chujie Zheng, Ziqi Wang, Heng Ji, Minlie Huang, Nanyun Peng:
Weak-to-Strong Extrapolation Expedites Alignment. CoRR abs/2404.16792 (2024)
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Thao Nguyen, Tiara Torres-Flores, Changhyun Hwang, Carl Edwards, Ying Diao, Heng Ji:
GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices. CoRR abs/2405.14203 (2024)
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Revanth Gangi Reddy, Omar Attia, Yunyao Li, Heng Ji, Saloni Potdar:
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings. CoRR abs/2405.15028 (2024)
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Shujin Wu, Yi R. Fung, Sha Li, Yixin Wan, Kai-Wei Chang, Heng Ji:
MACAROON: Training Vision-Language Models To Be Your Engaged Partners. CoRR abs/2406.14137 (2024)
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Revanth Gangi Reddy, JaeHyeok Doo, Yifei Xu, Md. Arafat Sultan, Deevya Swain, Avirup Sil, Heng Ji:
FIRST: Faster Improved Listwise Reranking with Single Token Decoding. CoRR abs/2406.15657 (2024)
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Ziqi Wang, Hanlin Zhang, Xiner Li, Kuan-Hao Huang, Chi Han, Shuiwang Ji, Sham M. Kakade, Hao Peng, Heng Ji:
Eliminating Position Bias of Language Models: A Mechanistic Approach. CoRR abs/2407.01100 (2024)
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Yangyi Chen, Xingyao Wang, Hao Peng, Heng Ji:
A Single Transformer for Scalable Vision-Language Modeling. CoRR abs/2407.06438 (2024)
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Yuji Zhang, Sha Li, Jiateng Liu, Pengfei Yu, Yi R. Fung, Jing Li, Manling Li, Heng Ji:
Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models. CoRR abs/2407.08039 (2024)
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Jiaxin Qin, Zixuan Zhang, Chi Han, Manling Li, Pengfei Yu, Heng Ji:
Why Does New Knowledge Create Messy Ripple Effects in LLMs? CoRR abs/2407.12828 (2024)
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Sizhe Zhou, Sha Li, Yu Meng, Yizhu Jiao, Heng Ji, Jiawei Han:
Establishing Knowledge Preference in Language Models. CoRR abs/2407.13048 (2024)
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Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H. Tran, Fuqiang Li, Ren Ma, Mingzhang Zheng, Bill Qian, Yanjun Shao, Niklas Muennighoff, Yizhe Zhang, Binyuan Hui, Junyang Lin, Robert Brennan, Hao Peng, Heng Ji, Graham Neubig:
OpenDevin: An Open Platform for AI Software Developers as Generalist Agents. CoRR abs/2407.16741 (2024)
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Stuti Agrawal, Nishi Uppuluri, Pranav Pillai, Revanth Gangi Reddy, Zoey Li, Gokhan Tur, Dilek Hakkani-Tur, Heng Ji:
Dialog Flow Induction for Constrainable LLM-Based Chatbots. CoRR abs/2408.01623 (2024)
[i195]
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Xiaomeng Jin, Jeonghwan Kim, Yu Zhou, Kuan-Hao Huang, Te-Lin Wu, Nanyun Peng, Heng Ji:
ARMADA: Attribute-Based Multimodal Data Augmentation. CoRR abs/2408.10086 (2024)
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Xiner Li, Limei Wang, Youzhi Luo, Carl Edwards, Shurui Gui, Yuchao Lin, Heng Ji, Shuiwang Ji:
Geometry Informed Tokenization of Molecules for Language Model Generation. CoRR abs/2408.10120 (2024)
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Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Heng Ji, Jinjun Xiong:
Automating Knowledge Discovery from Scientific Literature via LLMs: A Dual-Agent Approach with Progressive Ontology Prompting. CoRR abs/2409.00054 (2024)
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Yu Wang, Chi Han, Tongtong Wu, Xiaoxin He, Wangchunshu Zhou, Nafis Sadeq, Xiusi Chen, Zexue He, Wei Wang, Gholamreza Haffari, Heng Ji, Julian J. McAuley:
Towards LifeSpan Cognitive Systems. CoRR abs/2409.13265 (2024)
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Mankeerat Sidhu, Hetarth Chopra, Ansel Blume, Jeonghwan Kim, Revanth Gangi Reddy, Heng Ji:
Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval. CoRR abs/2409.18733 (2024)
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Jiateng Liu, Lin Ai, Zizhou Liu, Payam Karisani, Zheng Hui, May Fung, Preslav Nakov, Julia Hirschberg, Heng Ji:
PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent. CoRR abs/2409.18997 (2024)
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Thao Nguyen, Kuan-Hao Huang, Ge Liu, Martin D. Burke, Ying Diao, Heng Ji:
FARM: Functional Group-Aware Representations for Small Molecules. CoRR abs/2410.02082 (2024)
[i188]
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Shujin Wu, May Fung, Cheng Qian, Jeonghwan Kim, Dilek Hakkani-Tur, Heng Ji:
Aligning LLMs with Individual Preferences via Interaction. CoRR abs/2410.03642 (2024)
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Jiayi He, Hehai Lin, Qingyun Wang, Yi Fung, Heng Ji:
Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks. CoRR abs/2410.04055 (2024)
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Cheng Li, May Fung, Qingyun Wang, Chi Han, Manling Li, Jindong Wang, Heng Ji:
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders. CoRR abs/2410.06845 (2024)
[i185]
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Yangyi Chen, Binxuan Huang, Yifan Gao, Zhengyang Wang, Jingfeng Yang, Heng Ji:
Scaling Laws for Predicting Downstream Performance in LLMs. CoRR abs/2410.08527 (2024)
[i184]
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Kexuan Xin, Qingyun Wang, Junyu Chen, Pengfei Yu, Huimin Zhao, Heng Ji:
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production. CoRR abs/2410.18475 (2024)
[i183]
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Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen, Qingyun Wang, May Fung, Chi Han, Jiawei Han, Kartik Natarajan, Clare R. Voss, Heng Ji:
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play. CoRR abs/2410.18935 (2024)
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Revanth Gangi Reddy, Sagnik Mukherjee, Jeonghwan Kim, Zhenhailong Wang, Dilek Hakkani-Tur, Heng Ji:
Infogent: An Agent-Based Framework for Web Information Aggregation. CoRR abs/2410.19054 (2024)
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Carl Edwards, Ziqing Lu, Ehsan Hajiramezanali, Tommaso Biancalani, Heng Ji, Gabriele Scalia:
MolCap-Arena: A Comprehensive Captioning Benchmark on Language-Enhanced Molecular Property Prediction. CoRR abs/2411.00737 (2024)
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Tarun Suresh, Revanth Gangi Reddy, Yifei Xu, Zach Nussbaum, Andriy Mulyar, Brandon Duderstadt, Heng Ji:
CoRNStack: High-Quality Contrastive Data for Better Code Ranking. CoRR abs/2412.01007 (2024)
[i179]
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Alan Wake, Bei Chen, C. X. Lv, Chao Li, Chengen Huang, Chenglin Cai, Chujie Zheng, Daniel Cooper, Fan Zhou, Feng Hu, Guoyin Wang, Heng Ji, Howard Qiu, Jiangcheng Zhu, Jun Tian, Katherine Su, Lihuan Zhang, Liying Li, Ming Song, Mou Li, Peng Liu, Qicheng Hu, Shawn Wang, Shijun Zhou, Shiming Yang, Shiyong Li, Tianhang Zhu, Wen Xie, Xiang He, Xiaobo Chen, Xiaohui Hu, Xiaoyi Ren, Xinyao Niu, Yanpeng Li, Yongke Zhao, Yongzhen Luo, Yuchi Xu, Yuxuan Sha, Zhaodong Yan, Zhiyuan Liu, Zirui Zhang, Zonghong Dai:
Yi-Lightning Technical Report. CoRR abs/2412.01253 (2024)
2023
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Tuan Manh Lai, ChengXiang Zhai, Heng Ji:
KEBLM: Knowledge-Enhanced Biomedical Language Models. J. Biomed. Informatics 143: 104392 (2023)
[c298]
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Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Heng Ji, Shih-Fu Chang:
Video Event Extraction via Tracking Visual States of Arguments. AAAI 2023: 3136-3144
[c297]
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Ke Yang, Charles Yu, Yi Ren Fung, Manling Li, Heng Ji:
ADEPT: A DEbiasing PrompT Framework. AAAI 2023: 10780-10788
[c296]
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Revanth Gangi Reddy, Heba Elfardy, Hou Pong Chan, Kevin Small, Heng Ji:
SumREN: Summarizing Reported Speech about Events in News. AAAI 2023: 12808-12817
[c295]
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Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Leon Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Windisch Brown, Reece Suchocki, Chris Callison-Burch:
Human-in-the-loop Schema Induction. ACL (demo) 2023: 1-10
[c294]
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Chenkai Sun, Jinning Li, Hou Pong Chan, ChengXiang Zhai, Heng Ji:
Measuring the Effect of Influential Messages on Varying Personas. ACL (2) 2023: 554-562
[c293]
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Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji:
Multimedia Generative Script Learning for Task Planning. ACL (Findings) 2023: 986-1008
[c292]
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Mingyang Zhou, Yi Ren Fung, Long Chen, Christopher Thomas, Heng Ji, Shih-Fu Chang:
Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs. ACL (Findings) 2023: 1314-1326
[c291]
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Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji:
A Close Look into the Calibration of Pre-trained Language Models. ACL (1) 2023: 1343-1367
[c290]
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Jiateng Liu, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji:
A Language-First Approach for Procedure Planning. ACL (Findings) 2023: 1941-1954
[c289]
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Xingyao Wang, Sha Li, Heng Ji:
Code4Struct: Code Generation for Few-Shot Event Structure Prediction. ACL (1) 2023: 3640-3663
[c288]
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Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji:
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks. ACL (Findings) 2023: 3978-4004
[c287]
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Ali Omrani, Alireza Salkhordeh Ziabari, Charles Yu, Preni Golazizian, Brendan Kennedy, Mohammad Atari, Heng Ji, Morteza Dehghani:
Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model. ACL (1) 2023: 4123-4139
[c286]
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Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji:
Non-Sequential Graph Script Induction via Multimedia Grounding. ACL (1) 2023: 5529-5545
[c285]
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Kung-Hsiang Huang, Hou Pong Chan, Heng Ji:
Zero-shot Faithful Factual Error Correction. ACL (1) 2023: 5660-5676
[c284]
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  - conf/acl/LiZLJC023
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Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch, Jiawei Han:
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification. ACL (1) 2023: 5677-5697
[c283]
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Charles Yu, Sullam Jeoung, Anish Kasi, Pengfei Yu, Heng Ji:
Unlearning Bias in Language Models by Partitioning Gradients. ACL (Findings) 2023: 6032-6048
[c282]
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Hou Pong Chan, Qi Zeng, Heng Ji:
Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization. ACL (Findings) 2023: 6433-6444
[c281]
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Xueqing Wu, Sha Li, Heng Ji:
OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking. ACL (Findings) 2023: 7213-7222
[c280]
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Zhenrui Yue, Huimin Zeng, Mengfei Lan, Heng Ji, Dong Wang:
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning. ACL (1) 2023: 7928-7943
[c279]
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  - conf/acl/HanPDJ23
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Chi Han, Hengzhi Pei, Xinya Du, Heng Ji:
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. ACL (Findings) 2023: 8967-8981
[c278]
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Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji:
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. ACL (Findings) 2023: 9607-9632
[c277]
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Yangyi Chen, Xingyao Wang, Heng Ji:
Making Pre-trained Language Models both Task-solvers and Self-calibrators. ACL (Findings) 2023: 9845-9862
[c276]
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  - conf/acl/HuangMNCJ23
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Kung-Hsiang Huang, Kathleen R. McKeown, Preslav Nakov, Yejin Choi, Heng Ji:
Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation. ACL (1) 2023: 14571-14589
[c275]
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Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang:
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CVPR 2023: 14846-14855
[c274]
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Pengfei Yu, Jonathan May, Heng Ji:
Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction. EACL (Findings) 2023: 742-757
[c273]
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Pengfei Yu, Heng Ji:
Shorten the Long Tail for Rare Entity and Event Extraction. EACL 2023: 1331-1342
[c272]
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Zixuan Zhang, Heba Elfardy, Markus Dreyer, Kevin Small, Heng Ji, Mohit Bansal:
Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction. EACL 2023: 1688-1699
[c271]
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Chenkai Sun, Tie Xu, Chengxiang Zhai, Heng Ji:
Incorporating Task-Specific Concept Knowledge into Script Learning. EACL 2023: 3018-3032
[c270]
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Yi Fung, Han Wang, Tong Wang, Ali Kebarighotbi, Mohit Bansal, Heng Ji, Prem Natarajan:
DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis. EACL 2023: 3033-3043
[c269]
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Tuan Manh Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji, Oleg Rokhlenko:
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems. EACL 2023: 3615-3629
[c268]
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  - conf/eacl/EdwardsJ23
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Carl Edwards, Heng Ji:
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention. EACL 2023: 3787-3809
[c267]
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Chenkai Sun, Jinning Li, Yi Ren Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji:
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. EMNLP 2023: 43-57
[c266]
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Khanh Duy Nguyen, Zixuan Zhang, Reece Suchocki, Sha Li, Martha Palmer, Susan Windisch Brown, Jiawei Han, Heng Ji:
RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor. EMNLP (Demos) 2023: 365-372
[c265]
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Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin D. Burke, Huimin Zhao, Jiawei Han:
Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data. EMNLP (Demos) 2023: 389-402
[c264]
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  - conf/emnlp/BlumeZJL23
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Ansel Blume, Nasser Zalmout, Heng Ji, Xian Li:
Generative Models for Product Attribute Extraction. EMNLP (Industry Track) 2023: 575-585
[c263]
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  - conf/emnlp/ReddyBYSJZ23
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Revanth Gangi Reddy, Hao Bai, Wentao Yao, Sharath Chandra Etagi Suresh, Heng Ji, ChengXiang Zhai:
Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations. EMNLP (Findings) 2023: 873-885
[c262]
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Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han:
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions. EMNLP 2023: 2375-2393
[c261]
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Sha Li, Qiusi Zhan, Kathryn Conger, Martha Palmer, Heng Ji, Jiawei Han:
GLEN: General-Purpose Event Detection for Thousands of Types. EMNLP 2023: 2823-2838
[c260]
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Cheng Qian, Chi Han, Yi Ren Fung, Yujia Qin, Zhiyuan Liu, Heng Ji:
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models. EMNLP (Findings) 2023: 6922-6939
[c259]
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Henry Sprueill, Carl Edwards, Mariefel V. Olarte, Udishnu Sanyal, Heng Ji, Sutanay Choudhury:
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design. EMNLP (Findings) 2023: 8348-8365
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Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Zhenhailong Wang, Heng Ji:
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models. EMNLP (Findings) 2023: 9070-9084
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Yizhu Jiao, Ming Zhong, Sha Li, Ruining Zhao, Siru Ouyang, Heng Ji, Jiawei Han:
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction. EMNLP 2023: 10030-10051
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Qi Zeng, Qingyu Yin, Zheng Li, Yifan Gao, Sreyashi Nag, Zhengyang Wang, Bing Yin, Heng Ji, Chao Zhang:
Improving Consistency for Text Summarization with Energy Functions. EMNLP (Findings) 2023: 11925-11931
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Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi Ren Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji:
Defining a New NLP Playground. EMNLP (Findings) 2023: 11932-11951
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Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy, Heng Ji, Pradeep Natarajan:
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions. EMNLP (Findings) 2023: 12437-12450
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Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji:
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. EMNLP 2023: 13342-13357
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Yi Fung, Tuhin Chakrabarty, Hao Guo, Owen Rambow, Smaranda Muresan, Heng Ji:
NORMSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly. EMNLP 2023: 15217-15230
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Ziqi Wang, Yuexin Wu, Frederick Liu, Daogao Liu, Le Hou, Hongkun Yu, Jing Li, Heng Ji:
Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation. ICLR 2023
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Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji:
Learning to Decompose Visual Features with Latent Textual Prompts. ICLR 2023
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Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji:
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. ICLR 2023
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Zhenhailong Wang, Ansel Blume, Sha Li, Genglin Liu, Jaemin Cho, Zineng Tang, Mohit Bansal, Heng Ji:
Paxion: Patching Action Knowledge in Video-Language Foundation Models. NeurIPS 2023
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Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun:
Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations. NeurIPS 2023
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Yubin Ge, Ziang Xiao, Jana Diesner, Heng Ji, Karrie Karahalios, Hari Sundaram:
What should I Ask: A Knowledge-driven Approach for Follow-up Questions Generation in Conversational Surveys. PACLIC 2023: 113-124
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Genglin Liu, Yi Fung, Heng Ji:
NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection. SemEval@ACL 2023: 1636-1643
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Tuan Manh Lai, Heng Ji:
Ensemble Transfer Learning for Multilingual Coreference Resolution. CoRR abs/2301.09175 (2023)
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Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Liyang Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Windisch Brown, Reece Suchocki, Chris Callison-Burch:
Human-in-the-Loop Schema Induction. CoRR abs/2302.13048 (2023)
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Qiusi Zhan, Sha Li, Kathryn Conger, Martha Palmer, Heng Ji, Jiawei Han:
GLEN: General-Purpose Event Detection for Thousands of Types. CoRR abs/2303.09093 (2023)
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  - journals/corr/abs-2303-14337
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Revanth Gangi Reddy, Yi R. Fung, Qi Zeng, Manling Li, Ziqi Wang, Paul Sullivan, Heng Ji:
SmartBook: AI-Assisted Situation Report Generation. CoRR abs/2303.14337 (2023)
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Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun:
Tool Learning with Foundation Models. CoRR abs/2304.08354 (2023)
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Kung-Hsiang Huang, Hou Pong Chan, Heng Ji:
Zero-shot Faithful Factual Error Correction. CoRR abs/2305.07982 (2023)
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Xingyao Wang, Hao Peng, Reyhaneh Jabbarvand, Heng Ji:
LeTI: Learning to Generate from Textual Interactions. CoRR abs/2305.10314 (2023)
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Zhenhailong Wang, Ansel Blume, Sha Li, Genglin Liu, Jaemin Cho, Zineng Tang, Mohit Bansal, Heng Ji:
Paxion: Patching Action Knowledge in Video-Language Foundation Models. CoRR abs/2305.10683 (2023)
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  - journals/corr/abs-2305-11499
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Tianci Xue, Ziqi Wang, Zhenhailong Wang, Chi Han, Pengfei Yu, Heng Ji:
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought. CoRR abs/2305.11499 (2023)
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Revanth Gangi Reddy, Pradeep Dasigi, Md. Arafat Sultan, Arman Cohan, Avirup Sil, Heng Ji, Hannaneh Hajishirzi:
Inference-time Re-ranker Relevance Feedback for Neural Information Retrieval. CoRR abs/2305.11744 (2023)
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  - journals/corr/abs-2305-12565
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Ziqi Wang, Chi Han, Wenxuan Bao, Heng Ji:
Understanding the Effect of Data Augmentation on Knowledge Distillation. CoRR abs/2305.12565 (2023)
[i167]
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Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji:
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. CoRR abs/2305.12738 (2023)
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  - journals/corr/abs-2305-12766
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Chi Han, Ziqi Wang, Han Zhao, Heng Ji:
In-Context Learning of Large Language Models Explained as Kernel Regression. CoRR abs/2305.12766 (2023)
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  - journals/corr/abs-2305-12798
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Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji:
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space. CoRR abs/2305.12798 (2023)
[i164]
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  - journals/corr/abs-2305-14225
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Kung-Hsiang Huang, Hou Pong Chan, Kathleen R. McKeown, Heng Ji:
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media. CoRR abs/2305.14225 (2023)
[i163]
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  - journals/corr/abs-2305-14259
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Qingyun Wang, Doug Downey, Heng Ji, Tom Hope:
Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery. CoRR abs/2305.14259 (2023)
[i162]
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Cheng Qian, Chi Han, Yi R. Fung, Yujia Qin, Zhiyuan Liu, Heng Ji:
CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation. CoRR abs/2305.14318 (2023)
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Hou Pong Chan, Qi Zeng, Heng Ji:
Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization. CoRR abs/2305.14548 (2023)
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  - journals/corr/abs-2305-14647
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Qi Zeng, Mankeerat Sidhu, Hou Pong Chan, Lu Wang, Heng Ji:
Meta-review Generation with Checklist-guided Iterative Introspection. CoRR abs/2305.14647 (2023)
[i159]
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  - journals/corr/abs-2305-16470
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Chenkai Sun, Jinning Li, Hou Pong Chan, ChengXiang Zhai, Heng Ji:
Measuring the Effect of Influential Messages on Varying Personas. CoRR abs/2305.16470 (2023)
[i158]
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Zhenrui Yue, Huimin Zeng, Mengfei Lan, Heng Ji, Dong Wang:
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning. CoRR abs/2305.17373 (2023)
[i157]
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  - journals/corr/abs-2305-17542
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Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji:
Non-Sequential Graph Script Induction via Multimedia Grounding. CoRR abs/2305.17542 (2023)
[i156]
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  - journals/corr/abs-2305-18503
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Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji:
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. CoRR abs/2305.18503 (2023)
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Pengfei Yu, Heng Ji:
Self Information Update for Large Language Models through Mitigating Exposure Bias. CoRR abs/2305.18582 (2023)
[i154]
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Mingyang Zhou, Yi R. Fung, Long Chen, Christopher Thomas, Heng Ji, Shih-Fu Chang:
Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs. CoRR abs/2305.18641 (2023)
[i153]
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Xueqing Wu, Sha Li, Heng Ji:
OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking. CoRR abs/2306.00887 (2023)
[i152]
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Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun:
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations. CoRR abs/2306.04618 (2023)
[i151]
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Liliang Ren, Mankeerat Sidhu, Qi Zeng, Revanth Gangi Reddy, Heng Ji, ChengXiang Zhai:
C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation. CoRR abs/2306.15245 (2023)
[i150]
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Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch, Jiawei Han:
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification. CoRR abs/2307.01972 (2023)
[i149]
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Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji:
Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. CoRR abs/2307.05300 (2023)
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Xuan Zhang, Limei Wang, Jacob Helwig, Youzhi Luo, Cong Fu, Yaochen Xie, Meng Liu, Yuchao Lin, Zhao Xu, Keqiang Yan, Keir Adams, Maurice Weiler, Xiner Li, Tianfan Fu, Yucheng Wang, Haiyang Yu, Yuqing Xie, Xiang Fu, Alex Strasser, Shenglong Xu, Yi Liu, Yuanqi Du, Alexandra Saxton, Hongyi Ling, Hannah Lawrence, Hannes Stärk, Shurui Gui, Carl Edwards, Nicholas Gao, Adriana Ladera, Tailin Wu, Elyssa F. Hofgard, Aria Mansouri Tehrani, Rui Wang, Ameya Daigavane, Montgomery Bohde, Jerry Kurtin, Qian Huang, Tuong Phung, Minkai Xu, Chaitanya K. Joshi, Simon V. Mathis, Kamyar Azizzadenesheli, Ada Fang, Alán Aspuru-Guzik, Erik J. Bekkers, Michael M. Bronstein, Marinka Zitnik, Anima Anandkumar, Stefano Ermon, Pietro Liò, Rose Yu, Stephan Günnemann, Jure Leskovec, Heng Ji, Jimeng Sun, Regina Barzilay, Tommi S. Jaakkola, Connor W. Coley, Xiaoning Qian, Xiaofeng Qian, Tess E. Smidt, Shuiwang Ji:
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems. CoRR abs/2307.08423 (2023)
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Yangyi Chen, Xingyao Wang, Heng Ji:
Making Pre-trained Language Models both Task-solvers and Self-calibrators. CoRR abs/2307.11316 (2023)
[i146]
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Carl Edwards, Aakanksha Naik, Tushar Khot, Martin D. Burke, Heng Ji, Tom Hope:
SynerGPT: In-Context Learning for Personalized Drug Synergy Prediction and Drug Design. CoRR abs/2307.11694 (2023)
[i145]
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Chi Han, Qifan Wang, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang:
LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models. CoRR abs/2308.16137 (2023)
[i144]
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Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran:
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models. CoRR abs/2309.04461 (2023)
[i143]
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Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji:
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback. CoRR abs/2309.10691 (2023)
[i142]
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Lifan Yuan, Yangyi Chen, Xingyao Wang, Yi R. Fung, Hao Peng, Heng Ji:
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets. CoRR abs/2309.17428 (2023)
[i141]
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Tianci Xue, Ziqi Wang, Heng Ji:
Parameter-Efficient Tuning Helps Language Model Alignment. CoRR abs/2310.00819 (2023)
[i140]
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Ziqi Wang, Le Hou, Tianjian Lu, Yuexin Wu, Yunxuan Li, Hongkun Yu, Heng Ji:
Enable Language Models to Implicitly Learn Self-Improvement From Data. CoRR abs/2310.00898 (2023)
[i139]
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Isabelle Augenstein, Timothy Baldwin, Meeyoung Cha, Tanmoy Chakraborty, Giovanni Luca Ciampaglia, David P. A. Corney, Renee DiResta, Emilio Ferrara, Scott Hale, Alon Y. Halevy, Eduard H. Hovy, Heng Ji, Filippo Menczer, Rubén Míguez, Preslav Nakov, Dietram Scheufele, Shivam Sharma, Giovanni Zagni:
Factuality Challenges in the Era of Large Language Models. CoRR abs/2310.05189 (2023)
[i138]
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Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Zhenhailong Wang, Heng Ji:
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models. CoRR abs/2310.07611 (2023)
[i137]
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Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han:
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions. CoRR abs/2310.12418 (2023)
[i136]
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Chenkai Sun, Jinning Li, Yi R. Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji:
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. CoRR abs/2310.13297 (2023)
[i135]
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Revanth Gangi Reddy, Hao Bai, Wentao Yao, Sharath Chandra Etagi Suresh, Heng Ji, ChengXiang Zhai:
Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations. CoRR abs/2310.14340 (2023)
[i134]
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Henry W. Sprueill, Carl Edwards, Mariefel V. Olarte, Udishnu Sanyal, Heng Ji, Sutanay Choudhury:
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design. CoRR abs/2310.14420 (2023)
[i133]
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Yizhu Jiao, Ming Zhong, Sha Li, Ruining Zhao, Siru Ouyang, Heng Ji, Jiawei Han:
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction. CoRR abs/2310.16040 (2023)
[i132]
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Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi R. Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji:
Defining a New NLP Playground. CoRR abs/2310.20633 (2023)
[i131]
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Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji:
A Reevaluation of Event Extraction: Past, Present, and Future Challenges. CoRR abs/2311.09562 (2023)
[i130]
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Hanning Zhang, Shizhe Diao, Yong Lin, Yi R. Fung, Qing Lian, Xingyao Wang, Yangyi Chen, Heng Ji, Tong Zhang:
R-Tuning: Teaching Large Language Models to Refuse Unknown Questions. CoRR abs/2311.09677 (2023)
[i129]
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Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran:
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback. CoRR abs/2311.10081 (2023)
[i128]
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Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji:
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. CoRR abs/2311.13258 (2023)
[i127]
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Chi Han, Jialiang Xu, Manling Li, Hanning Zhang, Tarek F. Abdelzaher, Heng Ji:
InfoPattern: Unveiling Information Propagation Patterns in Social Media. CoRR abs/2311.15642 (2023)
[i126]
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  - journals/corr/abs-2312-02783
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Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han:
Large Language Models on Graphs: A Comprehensive Survey. CoRR abs/2312.02783 (2023)
[i125]
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Khanh Duy Nguyen, Zixuan Zhang, Reece Suchocki, Sha Li, Martha Palmer, Susan Windisch Brown, Jiawei Han, Heng Ji:
RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor. CoRR abs/2312.03093 (2023)
[i124]
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Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi R. Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji:
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning. CoRR abs/2312.10160 (2023)
2022
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Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang:
A Survey of Knowledge-enhanced Text Generation. ACM Comput. Surv. 54(11s): 227:1-227:38 (2022)
[j18]
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Lihui Liu, Ruining Zhao, Boxin Du, Yi Ren Fung, Heng Ji, Jiejun Xu, Hanghang Tong:
Knowledge Graph Comparative Reasoning for Fact Checking: Problem Definition and Algorithms. IEEE Data Eng. Bull. 45(4): 19-38 (2022)
[c244]
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Zhenhailong Wang, Heng Ji:
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification. AAAI 2022: 5350-5358
[c243]
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Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji:
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. AAAI 2022: 11200-11208
[c242]
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Manling Li, Revanth Gangi Reddy, Ziqi Wang, Yi-Shyuan Chiang, Tuan Manh Lai, Pengfei Yu, Zixuan Zhang, Heng Ji:
COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System. ACL (demo) 2022: 135-144
[c241]
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Tuan Manh Lai, Heng Ji, ChengXiang Zhai:
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking. ACL (Findings) 2022: 3696-3711
[c240]
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Xinya Du, Sha Li, Heng Ji:
Dynamic Global Memory for Document-level Argument Extraction. ACL (1) 2022: 5264-5275
[c239]
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Hongwei Wang, Zixuan Zhang, Sha Li, Jiawei Han, Yizhou Sun, Hanghang Tong, Joseph P. Olive, Heng Ji:
Schema-Guided Event Graph Completion. AKBC 2022
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Xuan Wang, Vivian Hu, Minhao Jiang, Yu Zhang, Jinfeng Xiao, Danielle Cherrice Loving, Heng Ji, Martin D. Burke, Jiawei Han:
REACTCLASS: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification. BIBM 2022: 844-847
[c237]
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Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji:
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval. COLING 2022: 1024-1035
[c236]
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Revanth Gangi Reddy, Vikas Yadav, Md. Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji, Avirup Sil:
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning. COLING 2022: 1065-1070
[c235]
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Revanth Gangi Reddy, Sai Chetan Chinthakindi, Yi R. Fung, Kevin Small, Heng Ji:
A Zero-Shot Claim Detection Framework Using Question Answering. COLING 2022: 6927-6933
[c234]
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Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang:
CLIP-Event: Connecting Text and Images with Event Structures. CVPR 2022: 16399-16408
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Carl Edwards, Tuan Manh Lai, Kevin Ros, Garrett Honke, Kyunghyun Cho, Heng Ji:
Translation between Molecules and Natural Language. EMNLP 2022: 375-413
[c232]
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  - conf/emnlp/RenZWVZJ22
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Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, ChengXiang Zhai, Heng Ji:
Language Model Pre-Training with Sparse Latent Typing. EMNLP 2022: 1480-1494
[c231]
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  - conf/emnlp/SahaAAJM22
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Anish Saha, Amith Ananthram, Emily Allaway, Heng Ji, Kathleen R. McKeown:
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies. EMNLP (Findings) 2022: 1595-1609
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Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han:
Towards a Unified Multi-Dimensional Evaluator for Text Generation. EMNLP 2022: 2023-2038
[c229]
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Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song:
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. EMNLP (Findings) 2022: 3833-3847
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Xinya Du, Heng Ji:
Retrieval-Augmented Generative Question Answering for Event Argument Extraction. EMNLP 2022: 4649-4666
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Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, Jiawei Han:
Open-Vocabulary Argument Role Prediction For Event Extraction. EMNLP (Findings) 2022: 5404-5418
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Revanth Gangi Reddy, Sai Chetan Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn Conger, Ahmed Elsayed, Martha Palmer, Preslav Nakov, Eduard H. Hovy, Kevin Small, Heng Ji:
NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge. EMNLP 2022: 6002-6018
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Sha Li, Heng Ji, Jiawei Han:
Open Relation and Event Type Discovery with Type Abstraction. EMNLP 2022: 6864-6877
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Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang:
Weakly-Supervised Temporal Article Grounding. EMNLP 2022: 9402-9413
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Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke:
Chemical-Reaction-Aware Molecule Representation Learning. ICLR 2022
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Ruicheng Xian, Heng Ji, Han Zhao:
Cross-Lingual Transfer with Class-Weighted Language-Invariant Representations. ICLR 2022
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Yi R. Fung, Kung-Hsiang Huang, Preslav Nakov, Heng Ji:
The Battlefront of Combating Misinformation and Coping with Media Bias. KDD 2022: 4790-4791
[c220]
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Xuan Wang, Hongwei Wang, Heng Ji, Jiawei Han:
New Frontiers of Scientific Text Mining: Tasks, Data, and Tools. KDD 2022: 4832-4833
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Xueqing Wu, Kung-Hsiang Huang, Yi R. Fung, Heng Ji:
Cross-document Misinformation Detection based on Event Graph Reasoning. NAACL-HLT 2022: 543-558
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Xiaomeng Jin, Manling Li, Heng Ji:
Event Schema Induction with Double Graph Autoencoders. NAACL-HLT 2022: 2013-2025
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Qi Zeng, Qiusi Zhan, Heng Ji:
EA²E: Improving Consistency with Event Awareness for Document-Level Argument Extraction. NAACL-HLT (Findings) 2022: 2649-2655
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Sha Li, Mahdi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu, Dilek Hakkani-Tur:
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs. NAACL-HLT 2022: 2810-2823
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Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji, Yun Yang:
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences. NAACL-HLT 2022: 5187-5199
[c214]
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Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji:
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. NeurIPS 2022
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Revanth Gangi Reddy, Md. Arafat Sultan, Martin Franz, Avirup Sil, Heng Ji:
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval. SIGIR 2022: 2462-2466
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Riccardo Tommasini, Senjuti Basu Roy, Xuan Wang, Hongwei Wang, Heng Ji, Jiawei Han, Preslav Nakov, Giovanni Da San Martino, Firoj Alam, Markus Schedl, Elisabeth Lex, Akash Bharadwaj, Graham Cormode, Milan Dojchinovski, Jan Forberg, Johannes Frey, Pieter Bonte, Marco Balduini, Matteo Belcao, Emanuele Della Valle, Junliang Yu, Hongzhi Yin, Tong Chen, Haochen Liu, Yiqi Wang, Wenqi Fan, Xiaorui Liu, Jamell Dacon, Lingjuan Lye, Jiliang Tang, Aristides Gionis, Stefan Neumann, Bruno Ordozgoiti, Simon Razniewski, Hiba Arnaout, Shrestha Ghosh, Fabian M. Suchanek, Lingfei Wu, Yu Chen, Yunyao Li, Bang Liu, Filip Ilievski, Daniel Garijo, Hans Chalupsky, Pedro A. Szekely, Ilias Kanellos, Dimitris Sacharidis, Thanasis Vergoulis, Nurendra Choudhary, Nikhil Rao, Karthik Subbian, Srinivasan H. Sengamedu, Chandan K. Reddy, Friedhelm Victor, Bernhard Haslhofer, George Katsogiannis-Meimarakis, Georgia Koutrika, Shengmin Jin, Danai Koutra, Reza Zafarani, Yulia Tsvetkov, Vidhisha Balachandran, Sachin Kumar, Xiangyu Zhao, Bo Chen, Huifeng Guo, Yejing Wang, Ruiming Tang, Yang Zhang, Wenjie Wang, Peng Wu, Fuli Feng, Xiangnan He:
Accepted Tutorials at The Web Conference 2022. WWW (Companion Volume) 2022: 391-399
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Nicoletta Calzolari, Chu-Ren Huang, Hansaem Kim, James Pustejovsky, Leo Wanner, Key-Sun Choi, Pum-Mo Ryu, Hsin-Hsi Chen, Lucia Donatelli, Heng Ji, Sadao Kurohashi, Patrizia Paggio, Nianwen Xue, Seokhwan Kim, Younggyun Hahm, Zhong He, Tony Kyungil Lee, Enrico Santus, Francis Bond, Seung-Hoon Na:
Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022. International Committee on Computational Linguistics 2022 [contents]
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Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu:
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 1: Long Papers, Online Only, November 20-23, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-65-0 [contents]
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Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu:
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 2: Short Papers, Online only, November 20-23, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-64-3 [contents]
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Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu:
Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, Online only, November 20-23, 2022. Association for Computational Linguistics 2022, ISBN 978-1-959429-04-3 [contents]
[i123]
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Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang:
CLIP-Event: Connecting Text and Images with Event Structures. CoRR abs/2201.05078 (2022)
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Carl Edwards, Heng Ji:
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention. CoRR abs/2202.05943 (2022)
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Sha Li, Liyuan Liu, Yiqing Xie, Heng Ji, Jiawei Han:
PILED: An Identify-and-Localize Framework for Few-Shot Event Detection. CoRR abs/2202.07615 (2022)
[i120]
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Tuan Manh Lai, Heng Ji, ChengXiang Zhai:
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking. CoRR abs/2202.13404 (2022)
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  - journals/corr/abs-2203-04904
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Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao, Heng Ji:
Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning. CoRR abs/2203.04904 (2022)
[i118]
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  - journals/corr/abs-2203-05386
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Kung-Hsiang Huang, Kathleen R. McKeown, Preslav Nakov, Yejin Choi, Heng Ji:
Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data Generation. CoRR abs/2203.05386 (2022)
[i117]
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  - journals/corr/abs-2203-05967
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Yi R. Fung, Heng Ji:
A Weibo Dataset for the 2022 Russo-Ukrainian Crisis. CoRR abs/2203.05967 (2022)
[i116]
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Revanth Gangi Reddy, Md. Arafat Sultan, Martin Franz, Avirup Sil, Heng Ji:
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval. CoRR abs/2204.11373 (2022)
[i115]
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  - journals/corr/abs-2204-11817
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Carl Edwards, Tuan Manh Lai, Kevin Ros, Garrett Honke, Heng Ji:
Translation between Molecules and Natural Language. CoRR abs/2204.11817 (2022)
[i114]
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  - journals/corr/abs-2205-10747
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Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji:
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. CoRR abs/2205.10747 (2022)
[i113]
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  - journals/corr/abs-2205-10977
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Yubin Ge, Ziang Xiao, Jana Diesner, Heng Ji, Karrie Karahalios, Hari Sundaram:
What should I Ask: A Knowledge-driven Approach for Follow-up Questions Generation in Conversational Surveys. CoRR abs/2205.10977 (2022)
[i112]
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  - journals/corr/abs-2205-11602
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Anish Saha, Amith Ananthram, Emily Allaway, Heng Ji, Kathleen R. McKeown:
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies. CoRR abs/2205.11602 (2022)
[i111]
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  - journals/corr/abs-2205-14847
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Qi Zeng, Qiusi Zhan, Heng Ji:
EA²E: Improving Consistency with Event Awareness for Document-Level Argument Extraction. CoRR abs/2205.14847 (2022)
[i110]
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  - journals/corr/abs-2206-02082
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Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang:
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CoRR abs/2206.02082 (2022)
[i109]
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  - journals/corr/abs-2206-02921
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Hongwei Wang, Zixuan Zhang, Sha Li, Jiawei Han, Yizhou Sun, Hanghang Tong, Joseph P. Olive, Heng Ji:
Schema-Guided Event Graph Completion. CoRR abs/2206.02921 (2022)
[i108]
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  - journals/corr/abs-2206-07296
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Sha Li, Mahdi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu, Dilek Hakkani-Tur:
Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs. CoRR abs/2206.07296 (2022)
[i107]
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  - journals/corr/abs-2208-12306
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Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji:
Multimedia Generative Script Learning for Task Planning. CoRR abs/2208.12306 (2022)
[i106]
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  - journals/corr/abs-2209-00068
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Chenkai Sun, Tie Xu, ChengXiang Zhai, Heng Ji:
Incorporating Task-specific Concept Knowledge into Script Learning. CoRR abs/2209.00068 (2022)
[i105]
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Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji:
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval. CoRR abs/2209.02071 (2022)
[i104]
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  - journals/corr/abs-2209-08679
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Xinya Du, Sha Li, Heng Ji:
Dynamic Global Memory for Document-level Argument Extraction. CoRR abs/2209.08679 (2022)
[i103]
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  - journals/corr/abs-2210-00185
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Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji:
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks. CoRR abs/2210.00185 (2022)
[i102]
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Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji:
Learning to Decompose Visual Features with Latent Textual Prompts. CoRR abs/2210.04287 (2022)
[i101]
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Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han:
Towards a Unified Multi-Dimensional Evaluator for Text Generation. CoRR abs/2210.07197 (2022)
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Yi R. Fung, Tuhin Chakraborty, Hao Guo, Owen Rambow, Smaranda Muresan, Heng Ji:
NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly. CoRR abs/2210.08604 (2022)
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  - journals/corr/abs-2210-11768
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Ziqi Wang, Yuexin Wu, Frederick Liu, Daogao Liu, Le Hou, Hongkun Yu, Jing Li, Heng Ji:
Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation. CoRR abs/2210.11768 (2022)
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  - journals/corr/abs-2210-12444
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Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang:
Weakly-Supervised Temporal Article Grounding. CoRR abs/2210.12444 (2022)
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  - journals/corr/abs-2210-12582
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Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, Chengxiang Zhai, Heng Ji:
Language Model Pre-Training with Sparse Latent Typing. CoRR abs/2210.12582 (2022)
[i96]
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  - journals/corr/abs-2210-12810
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Xingyao Wang, Sha Li, Heng Ji:
Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language. CoRR abs/2210.12810 (2022)
[i95]
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Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song:
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. CoRR abs/2210.13715 (2022)
[i94]
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  - journals/corr/abs-2211-00151
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Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji:
A Close Look into the Calibration of Pre-trained Language Models. CoRR abs/2211.00151 (2022)
[i93]
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  - journals/corr/abs-2211-01577
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Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, Jiawei Han:
Open-Vocabulary Argument Role Prediction for Event Extraction. CoRR abs/2211.01577 (2022)
[i92]
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  - journals/corr/abs-2211-01781
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Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Shih-Fu Chang, Heng Ji:
Video Event Extraction via Tracking Visual States of Arguments. CoRR abs/2211.01781 (2022)
[i91]
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  - journals/corr/abs-2211-03252
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Chi Han, Hengzhi Pei, Xinya Du, Heng Ji:
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. CoRR abs/2211.03252 (2022)
[i90]
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  - journals/corr/abs-2211-05414
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Ke Yang, Charles Yu, Yi R. Fung, Manling Li, Heng Ji:
ADEPT: A DEbiasing PrompT Framework. CoRR abs/2211.05414 (2022)
[i89]
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  - journals/corr/abs-2211-07067
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Xinya Du, Heng Ji:
Retrieval-Augmented Generative Question Answering for Event Argument Extraction. CoRR abs/2211.07067 (2022)
[i88]
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  - journals/corr/abs-2212-00178
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Sha Li, Heng Ji, Jiawei Han:
Open Relation and Event Type Discovery with Type Abstraction. CoRR abs/2212.00178 (2022)
[i87]
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Revanth Gangi Reddy, Heba Elfardy, Hou Pong Chan, Kevin Small, Heng Ji:
SumREN: Summarizing Reported Speech about Events in News. CoRR abs/2212.01146 (2022)
2021
[j17]
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Xiaomei Zhang, Yibo Wu, Lifu Huang, Heng Ji, Guohong Cao:
Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing. IEEE Trans. Mob. Comput. 20(3): 1001-1016 (2021)
[c211]
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Qingyun Wang, Semih Yavuz, Xi Victoria Lin, Heng Ji, Nazneen Fatema Rajani:
Stage-wise Fine-tuning for Graph-to-Text Generation. ACL (student) 2021: 16-22
[c210]
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  - conf/acl/KrimanJ21
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Samuel Kriman, Heng Ji:
Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation. ACL (student) 2021: 174-179
[c209]
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  - conf/acl/WenFJFS20
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Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avi Sil:
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension. ACL/IJCNLP (2) 2021: 1035-1042
[c208]
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Yi R. Fung, Christopher Thomas, Revanth Gangi Reddy, Sandeep Polisetty, Heng Ji, Shih-Fu Chang, Kathleen R. McKeown, Mohit Bansal, Avi Sil:
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection. ACL/IJCNLP (1) 2021: 1683-1698
[c207]
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Chi Han, Mingxuan Wang, Heng Ji, Lei Li:
Learning Shared Semantic Space for Speech-to-Text Translation. ACL/IJCNLP (Findings) 2021: 2214-2225
[c206]
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  - conf/acl/QinLT00JHS020
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Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou:
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. ACL/IJCNLP (1) 2021: 3350-3363
[c205]
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Liliang Ren, Chenkai Sun, Heng Ji, Julia Hockenmaier:
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction. ACL/IJCNLP (Findings) 2021: 4066-4078
[c204]
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Tuan Manh Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran:
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference. ACL/IJCNLP (1) 2021: 6248-6260
[c203]
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Zixuan Zhang, Nikolaus Nova Parulian, Heng Ji, Ahmed Elsayed, Skatje Myers, Martha Palmer:
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation. ACL/IJCNLP (1) 2021: 6261-6270
[c202]
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  - conf/bibm/SunLXPZJ21
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Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji:
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation. BIBM 2021: 1984-1991
[c201]
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Kevin Ros, Carl Edwards, Heng Ji, Chengxiang Zhai:
Team Skeletor at Touché 2021: Argument Retrieval and Visualization for Controversial Questions. CLEF (Working Notes) 2021: 2441-2454
[c200]
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Spencer Whitehead, Hui Wu, Heng Ji, Rogério Feris, Kate Saenko:
Separating Skills and Concepts for Novel Visual Question Answering. CVPR 2021: 5632-5641
[c199]
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Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang:
Joint Multimedia Event Extraction from Video and Article. EMNLP (Findings) 2021: 74-88
[c198]
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  - conf/emnlp/EdwardsZJ21
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Carl Edwards, ChengXiang Zhai, Heng Ji:
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries. EMNLP (1) 2021: 595-607
[c197]
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Zixuan Zhang, Hongwei Wang, Han Zhao, Hanghang Tong, Heng Ji:
EventKE: Event-Enhanced Knowledge Graph Embedding. EMNLP (Findings) 2021: 1389-1400
[c196]
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  - conf/emnlp/LaiJZ21
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Tuan Manh Lai, Heng Ji, ChengXiang Zhai:
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks. EMNLP (Findings) 2021: 1631-1639
[c195]
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Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss:
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction. EMNLP (1) 2021: 5203-5215
[c194]
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Pengfei Yu, Heng Ji, Prem Natarajan:
Lifelong Event Detection with Knowledge Transfer. EMNLP (1) 2021: 5278-5290
[c193]
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  - conf/emnlp/ShenZJ021
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Jiaming Shen, Yunyi Zhang, Heng Ji, Jiawei Han:
Corpus-based Open-Domain Event Type Induction. EMNLP (1) 2021: 5427-5440
[c192]
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Manling Li, Tengfei Ma, Mo Yu, Lingfei Wu, Tian Gao, Heng Ji, Kathleen R. McKeown:
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport. EMNLP (1) 2021: 6443-6456
[c191]
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Yu Meng, Yunyi Zhang, Jiaxin Huang, Xuan Wang, Yu Zhang, Heng Ji, Jiawei Han:
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training. EMNLP (1) 2021: 10367-10378
[c190]
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Haoyang Wen, Heng Ji:
Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction. EMNLP (1) 2021: 10431-10437
[c189]
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  - conf/kdd/LiuDJZT21
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Lihui Liu, Boxin Du, Heng Ji, ChengXiang Zhai, Hanghang Tong:
Neural-Answering Logical Queries on Knowledge Graphs. KDD 2021: 1087-1097
[c188]
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Lihui Liu, Boxin Du, Yi Ren Fung, Heng Ji, Jiejun Xu, Hanghang Tong:
KompaRe: A Knowledge Graph Comparative Reasoning System. KDD 2021: 3308-3318
[c187]
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Lingfei Wu, Yu Chen, Heng Ji, Bang Liu:
Deep Learning on Graphs for Natural Language Processing. KDD 2021: 4084-4085
[c186]
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  - conf/mipr/HuYKJLS21
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Xiaodan Hu, Pengfei Yu, Kevin Knight, Heng Ji, Bo Li, Honghui Shi:
MUSE: Textual Attributes Guided Portrait Painting Generation. MIPR 2021: 386-392
[c185]
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Zixuan Zhang, Heng Ji:
Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction. NAACL-HLT 2021: 39-49
[c184]
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Haoyang Wen, Yanru Qu, Heng Ji, Qiang Ning, Jiawei Han, Avi Sil, Hanghang Tong, Dan Roth:
Event Time Extraction and Propagation via Graph Attention Networks. NAACL-HLT 2021: 62-73
[c183]
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Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi R. Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych:
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. NAACL-HLT (Demonstrations) 2021: 66-77
[c182]
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Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren Fung, Piyush Mishra, Qing Lyu, Dídac Surís, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji:
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. NAACL-HLT (Demonstrations) 2021: 133-143
[c181]
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Sha Li, Heng Ji, Jiawei Han:
Document-Level Event Argument Extraction by Conditional Generation. NAACL-HLT 2021: 894-908
[c180]
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Luyang Huang, Shuyang Cao, Nikolaus Nova Parulian, Heng Ji, Lu Wang:
Efficient Attentions for Long Document Summarization. NAACL-HLT 2021: 1419-1436
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Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang:
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. NAACL-HLT 2021: 3491-3499
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Yifan Chen, Qi Zeng, Heng Ji, Yun Yang:
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method. NeurIPS 2021: 2122-2135
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  - conf/sigir/WuCJL21
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Lingfei Wu, Yu Chen, Heng Ji, Bang Liu:
Deep Learning on Graphs for Natural Language Processing. SIGIR 2021: 2651-2653
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Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek F. Abdelzaher:
Controllable and Diverse Text Generation in E-commerce. WWW 2021: 2392-2401
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Heng Ji, Jong C. Park, Rui Xia:
Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL 2021 - System Demonstrations, Online, August 1-6, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-56-5 [contents]
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Thamar Solorio, Mahsa Shafaei, Christos Smailis, Mona T. Diab, Theodore Giannakopoulos, Heng Ji, Yang Liu, Rada Mihalcea, Smaranda Muresan, Ioannis A. Kakadiaris:
White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content. CoRR abs/2101.10894 (2021)
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Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek F. Abdelzaher:
Controllable and Diverse Text Generation in E-commerce. CoRR abs/2102.11497 (2021)
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Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang:
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. CoRR abs/2104.01697 (2021)
[i83]
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Luyang Huang, Shuyang Cao, Nikolaus Nova Parulian, Heng Ji, Lu Wang:
Efficient Attentions for Long Document Summarization. CoRR abs/2104.02112 (2021)
[i82]
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Ying Lin, Han Wang, Jiangning Chen, Tong Wang, Yue Liu, Heng Ji, Yang Liu, Premkumar Natarajan:
Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations. CoRR abs/2104.02667 (2021)
[i81]
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Sha Li, Heng Ji, Jiawei Han:
Document-Level Event Argument Extraction by Conditional Generation. CoRR abs/2104.05919 (2021)
[i80]
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Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss:
Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction. CoRR abs/2104.06344 (2021)
[i79]
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Revanth Gangi Reddy, Vikas Yadav, Md. Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji, Avirup Sil:
Towards Robust Neural Retrieval Models with Synthetic Pre-Training. CoRR abs/2104.07800 (2021)
[i78]
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Chi Han, Mingxuan Wang, Heng Ji, Lei Li:
Learning Shared Semantic Space for Speech-to-Text Translation. CoRR abs/2105.03095 (2021)
[i77]
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Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avirup Sil:
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension. CoRR abs/2105.03229 (2021)
[i76]
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Qingyun Wang, Semih Yavuz, Victoria Lin, Heng Ji, Nazneen Fatema Rajani:
Stage-wise Fine-tuning for Graph-to-Text Generation. CoRR abs/2105.08021 (2021)
[i75]
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Tuan Manh Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran:
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference. CoRR abs/2105.13456 (2021)
[i74]
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  - journals/corr/abs-2106-15838
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Liliang Ren, Chenkai Sun, Heng Ji, Julia Hockenmaier:
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction. CoRR abs/2106.15838 (2021)
[i73]
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  - journals/corr/abs-2107-09106
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Spencer Whitehead, Hui Wu, Heng Ji, Rogério Feris, Kate Saenko:
Separating Skills and Concepts for Novel Visual Question Answering. CoRR abs/2107.09106 (2021)
[i72]
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  - journals/corr/abs-2108-09889
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Tuan Manh Lai, Yang Zhang, Evelina Bakhturina, Boris Ginsburg, Heng Ji:
A Unified Transformer-based Framework for Duplex Text Normalization. CoRR abs/2108.09889 (2021)
[i71]
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  - journals/corr/abs-2108-12899
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Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji:
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation. CoRR abs/2108.12899 (2021)
[i70]
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  - journals/corr/abs-2109-02237
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Tuan Manh Lai, Heng Ji, ChengXiang Zhai:
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks. CoRR abs/2109.02237 (2021)
[i69]
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Jiaming Shen, Yunyi Zhang, Heng Ji, Jiawei Han:
Corpus-based Open-Domain Event Type Induction. CoRR abs/2109.03322 (2021)
[i68]
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Daniel Campos, Heng Ji:
IMG2SMI: Translating Molecular Structure Images to Simplified Molecular-input Line-entry System. CoRR abs/2109.04202 (2021)
[i67]
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Yu Meng, Yunyi Zhang, Jiaxin Huang, Xuan Wang, Yu Zhang, Heng Ji, Jiawei Han:
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training. CoRR abs/2109.05003 (2021)
[i66]
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Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke:
Chemical-Reaction-Aware Molecule Representation Learning. CoRR abs/2109.09888 (2021)
[i65]
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Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang:
Joint Multimedia Event Extraction from Video and Article. CoRR abs/2109.12776 (2021)
[i64]
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  - journals/corr/abs-2111-00035
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Yifan Chen, Qi Zeng, Heng Ji, Yun Yang:
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nyström Method. CoRR abs/2111.00035 (2021)
[i63]
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Zhenhailong Wang, Heng Ji:
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification. CoRR abs/2112.02690 (2021)
[i62]
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Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji, Yun Yang:
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences. CoRR abs/2112.05359 (2021)
[i61]
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  - journals/corr/abs-2112-08544
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Revanth Gangi Reddy, Sai Chetan Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn S. Conger, Ahmed S. Elsayed, Martha Palmer, Heng Ji:
NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge. CoRR abs/2112.08544 (2021)
[i60]
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  - journals/corr/abs-2112-10728
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Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji:
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. CoRR abs/2112.10728 (2021)
2020
[c175]
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Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare R. Voss, Daniel Napierski, Marjorie Freedman:
GAIA: A Fine-grained Multimedia Knowledge Extraction System. ACL (demo) 2020: 77-86
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Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang:
Cross-media Structured Common Space for Multimedia Event Extraction. ACL 2020: 2557-2568
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Ying Lin, Heng Ji, Fei Huang, Lingfei Wu:
A Joint Neural Model for Information Extraction with Global Features. ACL 2020: 7999-8009
[c172]
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  - conf/eccv/SurisEJCV20
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Dídac Surís, Dave Epstein, Heng Ji, Shih-Fu Chang, Carl Vondrick:
Learning to Learn Words from Visual Scenes. ECCV (29) 2020: 434-452
[c171]
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Ranran Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng, Fei Cheng, Daisuke Kawahara, Sadao Kurohashi:
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction. EMNLP (Findings) 2020: 236-246
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Jiaming Shen, Heng Ji, Jiawei Han:
Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding. EMNLP (1) 2020: 303-313
[c169]
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Manling Li, Qi Zeng, Ying Lin, Kyunghyun Cho, Heng Ji, Jonathan May, Nathanael Chambers, Clare R. Voss:
Connecting the Dots: Event Graph Schema Induction with Path Language Modeling. EMNLP (1) 2020: 684-695
[c168]
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Lifu Huang, Heng Ji:
Semi-supervised New Event Type Induction and Event Detection. EMNLP (1) 2020: 718-724
[c167]
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  - conf/emnlp/HuangMGJH20
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Jiaxin Huang, Yu Meng, Fang Guo, Heng Ji, Jiawei Han:
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding. EMNLP (1) 2020: 6989-6999
[c166]
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Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang, Jiawei Han:
Text Classification Using Label Names Only: A Language Model Self-Training Approach. EMNLP (1) 2020: 9006-9017
[c165]
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  - conf/inlg/WangZHKJR20
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Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji, Nazneen Fatema Rajani:
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis. INLG 2020: 384-397
[c164]
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Di Lu, Ananya Subburathinam, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare R. Voss:
Cross-lingual Structure Transfer for Zero-resource Event Extraction. LREC 2020: 1976-1981
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Claire Bonial, Tommaso Caselli, Snigdha Chaturvedi, Elizabeth Clark, Ruihong Huang, Mohit Iyyer, Alejandro Jaimes, Heng Ji, Lara J. Martin, Ben Miller, Teruko Mitamura, Nanyun Peng, Joel R. Tetreault:
Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events, NUSE@ACL 2020, Online, July 9, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-13-2 [contents]
[i59]
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  - journals/corr/abs-2002-04165
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Tongtao Zhang, Heng Ji, Shih-Fu Chang, Marjorie Freedman:
Training with Streaming Annotation. CoRR abs/2002.04165 (2020)
[i58]
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Chao Xu, Jinyang Li, Tarek F. Abdelzaher, Heng Ji, Boleslaw K. Szymanski, John Dellaverson:
The Paradox of Information Access: On Modeling Social-Media-Induced Polarization. CoRR abs/2004.01106 (2020)
[i57]
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Tarek F. Abdelzaher, Heng Ji, Jinyang Li, Chaoqi Yang, John Dellaverson, Lixia Zhang, Chao Xu, Boleslaw K. Szymanski:
The Paradox of Information Access: Growing Isolation in the Age of Sharing. CoRR abs/2004.01967 (2020)
[i56]
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Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang:
Cross-media Structured Common Space for Multimedia Event Extraction. CoRR abs/2005.02472 (2020)
[i55]
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  - journals/corr/abs-2007-00576
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Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych:
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. CoRR abs/2007.00576 (2020)
[i54]
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  - journals/corr/abs-2009-07503
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Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng, Fei Cheng, Daisuke Kawahara, Sadao Kurohashi:
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction. CoRR abs/2009.07503 (2020)
[i53]
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  - journals/corr/abs-2010-00677
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Jiaming Shen, Heng Ji, Jiawei Han:
Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding. CoRR abs/2010.00677 (2020)
[i52]
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Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang:
A Survey of Knowledge-Enhanced Text Generation. CoRR abs/2010.04389 (2020)
[i51]
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  - journals/corr/abs-2010-06119
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Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji, Nazneen Fatema Rajani:
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis. CoRR abs/2010.06119 (2020)
[i50]
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Jiaxin Huang, Yu Meng, Fang Guo, Heng Ji, Jiawei Han:
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding. CoRR abs/2010.06705 (2020)
[i49]
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Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang, Jiawei Han:
Text Classification Using Label Names Only: A Language Model Self-Training Approach. CoRR abs/2010.07245 (2020)
[i48]
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  - journals/corr/abs-2010-09270
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Boliang Zhang, Spencer Whitehead, Lifu Huang, Heng Ji:
Global Attention for Name Tagging. CoRR abs/2010.09270 (2020)
[i47]
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  - journals/corr/abs-2010-12723
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Yuning Mao, Xiang Ren, Heng Ji, Jiawei Han:
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation. CoRR abs/2010.12723 (2020)
[i46]
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  - journals/corr/abs-2011-03189
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Lihui Liu, Boxin Du, Heng Ji, Hanghang Tong:
KompaRe: A Knowledge Graph Comparative Reasoning System. CoRR abs/2011.03189 (2020)
[i45]
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  - journals/corr/abs-2011-04761
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Xiaodan Hu, Pengfei Yu, Kevin Knight, Heng Ji, Bo Li, Honghui Shi:
MUSE: Illustrating Textual Attributes by Portrait Generation. CoRR abs/2011.04761 (2020)
[i44]
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Spencer Whitehead, Hui Wu, Yi Ren Fung, Heng Ji, Rogério Schmidt Feris, Kate Saenko:
Learning from Lexical Perturbations for Consistent Visual Question Answering. CoRR abs/2011.13406 (2020)
[i43]
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  - journals/corr/abs-2012-15022
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Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou:
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. CoRR abs/2012.15022 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
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Dong Wang, Boleslaw K. Szymanski, Tarek F. Abdelzaher, Heng Ji, Lance M. Kaplan:
The Age of Social Sensing. Computer 52(1): 36-45 (2019)
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Tongtao Zhang, Heng Ji, Avirup Sil:
Joint Entity and Event Extraction with Generative Adversarial Imitation Learning. Data Intell. 1(2): 99-120 (2019)
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Ying Lin, Liyuan Liu, Heng Ji, Dong Yu, Jiawei Han:
Reliability-aware Dynamic Feature Composition for Name Tagging. ACL (1) 2019: 165-174
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Qingyun Wang, Lifu Huang, Zhiying Jiang, Kevin Knight, Heng Ji, Mohit Bansal, Yi Luan:
PaperRobot: Incremental Draft Generation of Scientific Ideas. ACL (1) 2019: 1980-1991
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Manling Li, Lingyu Zhang, Heng Ji, Richard J. Radke:
Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization. ACL (1) 2019: 2190-2196
[c160]
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Xiaoman Pan, Thamme Gowda, Heng Ji, Jonathan May, Scott Miller:
Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining. DeepLo@EMNLP-IJCNLP 2019: 56-66
[c159]
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Kevin Blissett, Heng Ji:
Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages. DeepLo@EMNLP-IJCNLP 2019: 275-280
[c158]
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Diya Li, Heng Ji:
Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction. LOUHI@EMNLP 2019: 28-33
[c157]
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Xiaoman Pan, Kai Sun, Dian Yu, Jianshu Chen, Heng Ji, Claire Cardie, Dong Yu:
Improving Question Answering with External Knowledge. MRQA@EMNLP 2019: 27-37
[c156]
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  - conf/emnlp/CaoHCLJ19
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Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji:
Low-Resource Name Tagging Learned with Weakly Labeled Data. EMNLP/IJCNLP (1) 2019: 261-270
[c155]
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Ananya Subburathinam, Di Lu, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare R. Voss:
Cross-lingual Structure Transfer for Relation and Event Extraction. EMNLP/IJCNLP (1) 2019: 313-325
[c154]
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Ying Lin, Heng Ji:
An Attentive Fine-Grained Entity Typing Model with Latent Type Representation. EMNLP/IJCNLP (1) 2019: 6196-6201
[c153]
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Shih-Fu Chang, Louis-Philippe Morency, Alexander G. Hauptmann, Alberto Del Bimbo, Cathal Gurrin, Hayley Hung, Heng Ji, Alan F. Smeaton:
PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade. ACM Multimedia 2019: 2234-2235
[c152]
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  - conf/mmsys/BhattacharyaFKZ19
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Indrani Bhattacharya, Michael Foley, Christine Ku, Ni Zhang, Tongtao Zhang, Cameron Mine, Manling Li, Heng Ji, Christoph Riedl, Brooke Foucault Welles, Richard J. Radke:
The unobtrusive group interaction (UGI) corpus. MMSys 2019: 249-254
[c151]
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Manling Li, Ying Lin, Joseph Hoover, Spencer Whitehead, Clare R. Voss, Morteza Dehghani, Heng Ji:
Multilingual Entity, Relation, Event and Human Value Extraction. NAACL-HLT (Demonstrations) 2019: 110-115
[c150]
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Diya Li, Lifu Huang, Heng Ji, Jiawei Han:
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM. NAACL-HLT (1) 2019: 1421-1430
[c149]
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Ronald Cardenas, Ying Lin, Heng Ji, Jonathan May:
A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages. NAACL-HLT (1) 2019: 2428-2439
[c148]
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Lifu Huang, Heng Ji, Jonathan May:
Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging. NAACL-HLT (1) 2019: 3823-3833
[e6]
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Maosong Sun, Xuanjing Huang, Heng Ji, Zhiyuan Liu, Yang Liu:
Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019, Proceedings. Lecture Notes in Computer Science 11856, Springer 2019, ISBN 978-3-030-32380-6 [contents]
[i42]
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Heng Ji, Avirup Sil, Hoa Trang Dang, Ian Soboroff, Joel Nothman:
Overview of TAC-KBP 2019 Fine-grained Entity Extraction. TAC 2019
[i41]
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Manling Li, Ying Lin, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Pedro A. Szekely, T. K. Satish Kumar, Arka Sadhu, Ram Nevatia, Miguel E. Rodríguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang:
GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC 2019
[i40]
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Ying Lin, Xiaoman Pan, Manling Li, Heng Ji:
A Baseline Fine-Grained Entity Extraction System for TAC-KBP2019. TAC 2019
[i39]
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  - journals/corr/abs-1902-00993
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Xiaoman Pan, Kai Sun, Dian Yu, Heng Ji, Dong Yu:
Improving Question Answering with External Knowledge. CoRR abs/1902.00993 (2019)
[i38]
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  - journals/corr/abs-1904-05426
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Ronald Cardenas, Ying Lin, Heng Ji, Jonathan May:
A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages. CoRR abs/1904.05426 (2019)
[i37]
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  - journals/corr/abs-1905-07870
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Qingyun Wang, Lifu Huang, Zhiying Jiang, Kevin Knight, Heng Ji, Mohit Bansal, Yi Luan:
PaperRobot: Incremental Draft Generation of Scientific Ideas. CoRR abs/1905.07870 (2019)
[i36]
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  - journals/corr/abs-1908-05344
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Liyuan Liu, Zihan Wang, Jingbo Shang, Dandong Yin, Heng Ji, Xiang Ren, Shaowen Wang, Jiawei Han:
Raw-to-End Name Entity Recognition in Social Media. CoRR abs/1908.05344 (2019)
[i35]
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  - journals/corr/abs-1908-09659
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Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji:
Low-Resource Name Tagging Learned with Weakly Labeled Data. CoRR abs/1908.09659 (2019)
[i34]
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  - journals/corr/abs-1911-11237
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Dídac Surís, Dave Epstein, Heng Ji, Shih-Fu Chang, Carl Vondrick:
Learning to Learn Words from Narrated Video. CoRR abs/1911.11237 (2019)
2018
[j14]
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Ulf Hermjakob, Qiang Li, Daniel Marcu, Jonathan May, S. J. Mielke, Nima Pourdamghani, Michael Pust, Xing Shi, Kevin Knight, Tomer Levinboim, Kenton Murray, David Chiang, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin, Heng Ji:
Incident-Driven Machine Translation and Name Tagging for Low-resource Languages. Mach. Transl. 32(1-2): 59-89 (2018)
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Ying Lin, Cash Costello, Boliang Zhang, Di Lu, Heng Ji, James Mayfield, Paul McNamee:
Platforms for Non-speakers Annotating Names in Any Language. ACL (4) 2018: 1-6
[c146]
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Avirup Sil, Heng Ji, Dan Roth, Silviu-Petru Cucerzan:
Multi-lingual Entity Discovery and Linking. ACL (5) 2018: 22-29
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Qingyun Wang, Zhihao Zhou, Lifu Huang, Spencer Whitehead, Boliang Zhang, Heng Ji, Kevin Knight:
Paper Abstract Writing through Editing Mechanism. ACL (2) 2018: 260-265
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Ying Lin, Shengqi Yang, Veselin Stoyanov, Heng Ji:
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling. ACL (1) 2018: 799-809
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Di Lu, Leonardo Neves, Vitor Carvalho, Ning Zhang, Heng Ji:
Visual Attention Model for Name Tagging in Multimodal Social Media. ACL (1) 2018: 1990-1999
[c142]
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Lifu Huang, Heng Ji, Kyunghyun Cho, Ido Dagan, Sebastian Riedel, Clare R. Voss:
Zero-Shot Transfer Learning for Event Extraction. ACL (1) 2018: 2160-2170
[c141]
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Ying Lin, Joe Hoover, Gwenyth Portillo-Wightman, Christina Park, Morteza Dehghani, Heng Ji:
Acquiring Background Knowledge to Improve Moral Value Prediction. ASONAM 2018: 552-559
[c140]
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Zhiying Jiang, Boliang Zhang, Lifu Huang, Heng Ji:
Chengyu Cloze Test. BEA@NAACL-HLT 2018: 154-158
[c139]
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Quan Yuan, Xiang Ren, Wenqi He, Chao Zhang, Xinhe Geng, Lifu Huang, Heng Ji, Chin-Yew Lin, Jiawei Han:
Open-Schema Event Profiling for Massive News Corpora. CIKM 2018: 587-596
[c138]
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Boliang Zhang, Spencer Whitehead, Lifu Huang, Heng Ji:
Global Attention for Name Tagging. CoNLL 2018: 86-96
[c137]
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Ni Zhang, Tongtao Zhang, Indrani Bhattacharya, Heng Ji, Richard J. Radke:
Visualizing Group Dynamics based on Multiparty Meeting Understanding. EMNLP (Demonstration) 2018: 96-101
[c136]
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Lifu Huang, Kyunghyun Cho, Boliang Zhang, Heng Ji, Kevin Knight:
Multi-lingual Common Semantic Space Construction via Cluster-Consistent Word Embedding. EMNLP 2018: 250-260
[c135]
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Ge Shi, Chong Feng, Lifu Huang, Boliang Zhang, Heng Ji, Lejian Liao, Heyan Huang:
Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction. EMNLP 2018: 1018-1023
[c134]
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Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou:
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition. EMNLP 2018: 2496-2506
[c133]
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Spencer Whitehead, Heng Ji, Mohit Bansal, Shih-Fu Chang, Clare R. Voss:
Incorporating Background Knowledge into Video Description Generation. EMNLP 2018: 3992-4001
[c132]
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Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji, Shih-Fu Chang:
Entity-aware Image Caption Generation. EMNLP 2018: 4013-4023
[c131]
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  - conf/icmi/BhattacharyaFZZ18
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Indrani Bhattacharya, Michael Foley, Ni Zhang, Tongtao Zhang, Christine Ku, Cameron Mine, Heng Ji, Christoph Riedl, Brooke Foucault Welles, Richard J. Radke:
A Multimodal-Sensor-Enabled Room for Unobtrusive Group Meeting Analysis. ICMI 2018: 347-355
[c130]
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Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight:
Describing a Knowledge Base. INLG 2018: 10-21
[c129]
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Halidanmu Abudukelimu, Abudoukelimu Abulizi, Boliang Zhang, Xiaoman Pan, Di Lu, Heng Ji, Yang Liu:
Error Analysis of Uyghur Name Tagging: Language-specific Techniques and Remaining Challenges. LREC 2018
[c128]
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Boliang Zhang, Ying Lin, Xiaoman Pan, Di Lu, Jonathan May, Kevin Knight, Heng Ji:
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System. NAACL-HLT (Demonstrations) 2018: 41-45
[c127]
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Yue Liu, Tongtao Zhang, Zhicheng Liang, Heng Ji, Deborah L. McGuinness:
Seq2RDF: An End-to-end Application for Deriving Triples from Natural Language Text. ISWC (P&D/Industry/BlueSky) 2018
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Marilyn A. Walker, Heng Ji, Amanda Stent:
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers). Association for Computational Linguistics 2018, ISBN 978-1-948087-27-8 [contents]
[e4]
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Marilyn A. Walker, Heng Ji, Amanda Stent:
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 2 (Short Papers). Association for Computational Linguistics 2018, ISBN 978-1-948087-29-2 [contents]
[r2]
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Heng Ji:
Information Extraction. Encyclopedia of Database Systems (2nd ed.) 2018
[i33]
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Tongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Dongyu Li, Xin Huang, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Mayank Kejriwal, Ram Nevatia, Pedro A. Szekely, T. K. Satish Kumar, Ali Sadeghian, Giacomo Bergami, Sourav Dutta, Miguel E. Rodríguez, Daisy Zhe Wang:
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC 2018
[i32]
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  - journals/corr/abs-1801-09116
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Dong Wang, Boleslaw K. Szymanski, Tarek F. Abdelzaher, Heng Ji, Lance M. Kaplan:
The Age of Social Sensing. CoRR abs/1801.09116 (2018)
[i31]
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Yue Liu, Tao Ge, Kusum S. Mathews, Heng Ji, Deborah L. McGuinness:
Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion. CoRR abs/1804.04225 (2018)
[i30]
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Lifu Huang, Kyunghyun Cho, Boliang Zhang, Heng Ji, Kevin Knight:
Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding. CoRR abs/1804.07875 (2018)
[i29]
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Tongtao Zhang, Heng Ji:
Event Extraction with Generative Adversarial Imitation Learning. CoRR abs/1804.07881 (2018)
[i28]
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Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji, Shih-Fu Chang:
Entity-aware Image Caption Generation. CoRR abs/1804.07889 (2018)
[i27]
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  - journals/corr/abs-1805-06064
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Qingyun Wang, Zhihao Zhou, Lifu Huang, Spencer Whitehead, Boliang Zhang, Heng Ji, Kevin Knight:
Paper Abstract Writing through Editing Mechanism. CoRR abs/1805.06064 (2018)
[i26]
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  - journals/corr/abs-1807-01763
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Yue Liu, Tongtao Zhang, Zhicheng Liang, Heng Ji, Deborah L. McGuinness:
Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text. CoRR abs/1807.01763 (2018)
[i25]
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  - journals/corr/abs-1809-01797
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Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight:
Describing a Knowledge Base. CoRR abs/1809.01797 (2018)
2017
[j13]
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Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji, Xiang Ren, Jiawei Han, Lin Zhao, James A. Hendler:
Liberal Entity Extraction: Rapid Construction of Fine-Grained Entity Typing Systems. Big Data 5(1): 19-31 (2017)
[c126]
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Ying Lin, Chin-Yew Lin, Heng Ji:
List-only Entity Linking. ACL (2) 2017: 536-541
[c125]
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Yixin Cao, Lifu Huang, Heng Ji, Xu Chen, Juanzi Li:
Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding. ACL (1) 2017: 1623-1633
[c124]
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Xiaoman Pan, Boliang Zhang, Jonathan May, Joel Nothman, Kevin Knight, Heng Ji:
Cross-lingual Name Tagging and Linking for 282 Languages. ACL (1) 2017: 1946-1958
[c123]
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Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji, Jiawei Han:
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach. EMNLP 2017: 46-56
[c122]
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  - conf/emnlp/YangMJZZC17
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Min Yang, Jincheng Mei, Heng Ji, Wei Zhao, Zhou Zhao, Xiaojun Chen:
Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters. EMNLP 2017: 527-533
[c121]
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Lifu Huang, Avirup Sil, Heng Ji, Radu Florian:
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures. EMNLP 2017: 2588-2597
[c120]
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Xiaomei Zhang, Yibo Wu, Lifu Huang, Heng Ji, Guohong Cao:
Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing. ICDCS 2017: 922-932
[c119]
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Boliang Zhang, Di Lu, Xiaoman Pan, Ying Lin, Halidanmu Abudukelimu, Heng Ji, Kevin Knight:
Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging. IJCNLP(1) 2017: 362-372
[c118]
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Dian Yu, Lifu Huang, Heng Ji:
Open Relation Extraction and Grounding. IJCNLP(1) 2017: 854-864
[c117]
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  - conf/interspeech/PapadopoulosTVM17
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Pavlos Papadopoulos, Ruchir Travadi, Colin Vaz, Nikolaos Malandrakis, Ulf Hermjakob, Nima Pourdamghani, Michael Pust, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin, Ondrej Glembek, Murali Karthick Baskar, Martin Karafiát, Lukás Burget, Mark Hasegawa-Johnson, Heng Ji, Jonathan May, Kevin Knight, Shrikanth S. Narayanan:
Team ELISA System for DARPA LORELEI Speech Evaluation 2016. INTERSPEECH 2017: 2053-2057
[c116]
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Tongtao Zhang, Spencer Whitehead, Hanwang Zhang, Hongzhi Li, Joseph G. Ellis, Lifu Huang, Wei Liu, Heng Ji, Shih-Fu Chang:
Improving Event Extraction via Multimodal Integration. ACM Multimedia 2017: 270-278
[c115]
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Xiang Ren, Zeqiu Wu, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Tarek F. Abdelzaher, Jiawei Han:
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases. WWW 2017: 1015-1024
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Mohit Bansal, Heng Ji:
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, System Demonstrations. Association for Computational Linguistics 2017, ISBN 978-1-945626-71-5 [contents]
[i24]
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Mohamed Al-Badrashiny, Jason Bolton, Arun Tejasvi Chaganty, Kevin Clark, Craig Harman, Lifu Huang, Matthew Lamm, Jinhao Lei, Di Lu, Xiaoman Pan, Ashwin Paranjape, Ellie Pavlick, Haoruo Peng, Peng Qi, Pushpendre Rastogi, Abigail See, Kai Sun, Max Thomas, Chen-Tse Tsai, Hao Wu, Boliang Zhang, Chris Callison-Burch, Claire Cardie, Heng Ji, Christopher D. Manning, Smaranda Muresan, Owen Rambow, Dan Roth, Mark Sammons, Benjamin Van Durme:
TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction. TAC 2017
[i23]
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Heng Ji, Xiaoman Pan, Boliang Zhang, Joel Nothman, James Mayfield, Paul McNamee, Cash Costello:
Overview of TAC-KBP2017 13 Languages Entity Discovery and Linking. TAC 2017
[i22]
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Boliang Zhang, Xiaoman Pan, Ying Lin, Tongtao Zhang, Kevin Blissett, Samia Kazemi, Spencer Whitehead, Lifu Huang, Heng Ji:
RPI BLENDER TAC-KBP2017 13 Languages EDL System. TAC 2017
[i21]
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Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji, Jiawei Han:
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach. CoRR abs/1707.00166 (2017)
[i20]
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Lifu Huang, Heng Ji, Kyunghyun Cho, Clare R. Voss:
Zero-Shot Transfer Learning for Event Extraction. CoRR abs/1707.01066 (2017)
[i19]
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Lifu Huang, Avirup Sil, Heng Ji, Radu Florian:
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures. CoRR abs/1707.01075 (2017)
[i18]
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  - journals/corr/abs-1709-05467
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Ying Lin, Joe Hoover, Morteza Dehghani, Marlon Mooijman, Heng Ji:
Acquiring Background Knowledge to Improve Moral Value Prediction. CoRR abs/1709.05467 (2017)
[i17]
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Zhihao Zhou, Lifu Huang, Heng Ji:
Learning Phrase Embeddings from Paraphrases with GRUs. CoRR abs/1710.05094 (2017)
2016
[j12]
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Tongtao Zhang, Aritra Chowdhury, Nimit Dhulekar, Jinjing Xia, Kevin Knight, Heng Ji, Bülent Yener, Liming Zhao:
From Image to Translation: Processing the Endangered Nyushu Script. ACM Trans. Asian Low Resour. Lang. Inf. Process. 15(4): 23:1-23:16 (2016)
[j11]
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Yang Liu, Sujian Li, Furu Wei, Heng Ji:
Relation Classification Via Modeling Augmented Dependency Paths. IEEE ACM Trans. Audio Speech Lang. Process. 24(9): 1589-1598 (2016)
[c114]
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Xiaocheng Feng, Lifu Huang, Duyu Tang, Heng Ji, Bing Qin, Ting Liu:
A Language-Independent Neural Network for Event Detection. ACL (2) 2016
[c113]
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Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R. Voss, Jiawei Han, Avirup Sil:
Liberal Event Extraction and Event Schema Induction. ACL (1) 2016
[c112]
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Di Lu, Xiaoman Pan, Nima Pourdamghani, Shih-Fu Chang, Heng Ji, Kevin Knight:
A Multi-media Approach to Cross-lingual Entity Knowledge Transfer. ACL (1) 2016
[c111]
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Dian Yu, Heng Ji:
Unsupervised Person Slot Filling based on Graph Mining. ACL (1) 2016
[c110]
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Jesse Freitas, Heng Ji:
Identifying News from Tweets. NLP+CSS@EMNLP 2016: 11-16
[c109]
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Ann Bies, Zhiyi Song, Jeremy Getman, Joe Ellis, Justin Mott, Stephanie M. Strassel, Martha Palmer, Teruko Mitamura, Marjorie Freedman, Heng Ji, Tim O'Gorman:
A Comparison of Event Representations in DEFT. EVENTS@HLT-NAACL 2016: 27-36
[c108]
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Yu Hong, Tongtao Zhang, Tim O'Gorman, Sharone Horowit-Hendler, Heng Ji, Martha Palmer:
Building a Cross-document Event-Event Relation Corpus. LAW@ACL 2016
[c107]
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Ying Lin, Xiaoman Pan, Aliya Deri, Heng Ji, Kevin Knight:
Leveraging Entity Linking and Related Language Projection to Improve Name Transliteration. NEWS@ACM 2016: 1-10
[c106]
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Rostyslav Korolov, Di Lu, Jingjing Wang, Guangyu Zhou, Claire Bonial, Clare R. Voss, Lance M. Kaplan, William A. Wallace, Jiawei Han, Heng Ji:
On predicting social unrest using social media. ASONAM 2016: 89-95
[c105]
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Dongxu Zhang, Boliang Zhang, Xiaoman Pan, Xiaocheng Feng, Heng Ji, Weiran Xu:
Bitext Name Tagging for Cross-lingual Entity Annotation Projection. COLING 2016: 461-470
[c104]
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  - conf/emnlp/PavlickJPC16
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Ellie Pavlick, Heng Ji, Xiaoman Pan, Chris Callison-Burch:
The Gun Violence Database: A new task and data set for NLP. EMNLP 2016: 1018-1024
[c103]
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Xiang Ren, Wenqi He, Meng Qu, Lifu Huang, Heng Ji, Jiawei Han:
AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding. EMNLP 2016: 1369-1378
[c102]
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Yu Hong, Liang Yao, Mengyi Liu, Tongtao Zhang, Wenxuan Zhou, Jianmin Yao, Heng Ji:
Image-Image Search for Comparable Corpora Construction. HyTra@COLING 2016: 16-25
[c101]
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Benjamin D. Horne, Dorit Nevo, Jesse Freitas, Heng Ji, Sibel Adali:
Expertise in Social Networks: How Do Experts Differ from Other Users? ICWSM 2016: 583-586
[c100]
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Xiang Ren, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Jiawei Han:
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding. KDD 2016: 1825-1834
[c99]
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Hongzhi Li, Joseph G. Ellis, Heng Ji, Shih-Fu Chang:
Event Specific Multimodal Pattern Mining for Knowledge Base Construction. ACM Multimedia 2016: 821-830
[c98]
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  - conf/naacl/LuVTRGKZWLCJCHW16
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Di Lu, Clare R. Voss, Fangbo Tao, Xiang Ren, Rachel Guan, Rostyslav Korolov, Tongtao Zhang, Dongang Wang, Hongzhi Li, Taylor Cassidy, Heng Ji, Shih-Fu Chang, Jiawei Han, William A. Wallace, James A. Hendler, Mei Si, Lance M. Kaplan:
Cross-media Event Extraction and Recommendation. HLT-NAACL Demos 2016: 72-76
[c97]
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Boliang Zhang, Xiaoman Pan, Tianlu Wang, Ashish Vaswani, Heng Ji, Kevin Knight, Daniel Marcu:
Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning. HLT-NAACL 2016: 249-259
[c96]
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Hao Li, Heng Ji:
Cross-genre Event Extraction with Knowledge Enrichment. HLT-NAACL 2016: 1158-1162
[c95]
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  - conf/nlpcc/GeCJCS16
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Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui:
Discovering Concept-Level Event Associations from a Text Stream. NLPCC/ICCPOL 2016: 413-424
[c94]
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  - conf/semeval/WangPPJX16
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Chuan Wang, Sameer Pradhan, Xiaoman Pan, Heng Ji, Nianwen Xue:
CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser. SemEval@NAACL-HLT 2016: 1173-1178
[c93]
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  - conf/sigmod/RenEJH16
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Xiang Ren, Ahmed El-Kishky, Heng Ji, Jiawei Han:
Automatic Entity Recognition and Typing in Massive Text Data. SIGMOD Conference 2016: 2235-2239
[e2]
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  - conf/ccks/2016
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Huajun Chen, Heng Ji, Le Sun, Haixun Wang, Tieyun Qian, Tong Ruan:
Knowledge Graph and Semantic Computing: Semantic, Knowledge, and Linked Big Data - First China Conference, CCKS 2016, Beijing, China, September 19-22, 2016, Revised Selected Papers. Communications in Computer and Information Science 650, Springer 2016, ISBN 978-981-10-3167-0 [contents]
[i16]
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Heng Ji, Joel Nothman:
Overview of TAC-KBP2016 Tri-lingual EDL and Its Impact on End-to-End KBP. TAC 2016
[i15]
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Dian Yu, Xiaoman Pan, Boliang Zhang, Lifu Huang, Di Lu, Spencer Whitehead, Heng Ji:
RPI BLENDER TAC-KBP2016 System Description. TAC 2016
[i14]
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Xiang Ren, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Jiawei Han:
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding. CoRR abs/1602.05307 (2016)
[i13]
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Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji:
Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre). CoRR abs/1603.03112 (2016)
[i12]
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Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou:
Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment. CoRR abs/1609.08237 (2016)
[i11]
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Xiang Ren, Zeqiu Wu, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Tarek F. Abdelzaher, Jiawei Han:
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases. CoRR abs/1610.08763 (2016)
2015
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Linmei Hu, Chao Shao, Juanzi Li, Heng Ji:
Incremental learning from news events. Knowl. Based Syst. 89: 618-626 (2015)
[j9]
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Jinguang Zheng, Daniel Howsmon, Boliang Zhang, Juergen Hahn, Deborah L. McGuinness, James A. Hendler, Heng Ji:
Entity linking for biomedical literature. BMC Medical Informatics Decis. Mak. 15-S(S-1): S4 (2015)
[j8]
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Víctor Fresno, Arkaitz Zubiaga, Heng Ji, Raquel Martínez-Unanue:
Exploiting Geolocation, User and Temporal Information for Natural Hazards Monitoring in Twitter. Proces. del Leng. Natural 54: 85-92 (2015)
[c92]
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  - conf/aaai/CaoLLLJ15
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Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji:
A Novel Neural Topic Model and Its Supervised Extension. AAAI 2015: 2210-2216
[c91]
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  - conf/acl/HanJS15
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Jiawei Han, Heng Ji, Yizhou Sun:
Successful Data Mining Methods for NLP. ACL (Tutorial Abstracts) 2015: 1-4
[c90]
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Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang:
A Dependency-Based Neural Network for Relation Classification. ACL (2) 2015: 285-290
[c89]
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  - conf/acl/BronsteinDLJF15
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Ofer Bronstein, Ido Dagan, Qi Li, Heng Ji, Anette Frank:
Seed-Based Event Trigger Labeling: How far can event descriptions get us? ACL (2) 2015: 372-376
[c88]
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Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang, Zhifang Sui:
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles. ACL (1) 2015: 575-585
[c87]
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Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian Li, Chin-Yew Lin, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Bülent Yener:
Context-aware Entity Morph Decoding. ACL (1) 2015: 586-595
[c86]
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Tao Ge, Heng Ji, Baobao Chang, Zhifang Sui:
One Tense per Scene: Predicting Tense in Chinese Conversations. ACL (2) 2015: 668-673
[c85]
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Dian Yu, Yulia Tyshchuk, Heng Ji, William A. Wallace:
Detecting Deceptive Groups Using Conversations and Network Analysis. ACL (1) 2015: 857-866
[c84]
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  - conf/asru/WangLJ15
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Wen Wang, Haibo Li, Heng Ji:
Name-aware language model adaptation and sparse features for statistical machine translation. ASRU 2015: 324-330
[c83]
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  - conf/asunam/LiJZ15
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Hao Li, Heng Ji, Lin Zhao:
Social Event Extraction: Task, Challenges and Techniques. ASONAM 2015: 526-532
[c82]
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Yue Liu, Tao Ge, Kusum Mathews, Heng Ji, Deborah L. McGuinness:
Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion. BioNLP@IJCNLP 2015: 92-97
[c81]
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Tongtao Zhang, Hongzhi Li, Heng Ji, Shih-Fu Chang:
Cross-document Event Coreference Resolution based on Cross-media Features. EMNLP 2015: 201-206
[c80]
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Yixin Cao, Juanzi Li, Xiaofei Guo, Shuanhu Bai, Heng Ji, Jie Tang:
Name List Only? Target Entity Disambiguation in Short Texts. EMNLP 2015: 654-664
[c79]
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Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang, Heng Ji:
Biography-Dependent Collaborative Entity Archiving for Slot Filling. EMNLP 2015: 665-675
[c78]
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Han Wang, Jinguang Zheng, Xiaogang Ma, Peter Fox, Heng Ji:
Language and Domain Independent Entity Linking with Quantified Collective Validation. EMNLP 2015: 695-704
[c77]
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Chenguang Wang, Yangqiu Song, Dan Roth, Chi Wang, Jiawei Han, Heng Ji, Ming Zhang:
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations. IJCAI 2015: 3882-3889
[c76]
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Fenglong Ma, Yaliang Li, Qi Li, Minghui Qiu, Jing Gao, Shi Zhi, Lu Su, Bo Zhao, Heng Ji, Jiawei Han:
FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation. KDD 2015: 745-754
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Shi Zhi, Bo Zhao, Wenzhu Tong, Jing Gao, Dian Yu, Heng Ji, Jiawei Han:
Modeling Truth Existence in Truth Discovery. KDD 2015: 1543-1552
[c74]
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Xiaoman Pan, Taylor Cassidy, Ulf Hermjakob, Heng Ji, Kevin Knight:
Unsupervised Entity Linking with Abstract Meaning Representation. HLT-NAACL 2015: 1130-1139
[c73]
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Dian Yu, Heng Ji, Sujian Li, Chin-Yew Lin:
Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction. HLT-NAACL 2015: 1203-1208
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Juanzi Li, Heng Ji, Dongyan Zhao, Yansong Feng:
Natural Language Processing and Chinese Computing - 4th CCF Conference, NLPCC 2015, Nanchang, China, October 9-13, 2015, Proceedings. Lecture Notes in Computer Science 9362, Springer 2015, ISBN 978-3-319-25206-3 [contents]
[i10]
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Yu Hong, Di Lu, Dian Yu, Xiaoman Pan, Xiaobin Wang, Yadong Chen, Lifu Huang, Heng Ji:
RPI BLENDER TAC-KBP2015 System Description. TAC 2015
[i9]
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Heng Ji, Joel Nothman, Ben Hachey, Radu Florian:
Overview of TAC-KBP2015 Tri-lingual Entity Discovery and Linking. TAC 2015
[i8]
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Hongzhao Huang, Larry P. Heck, Heng Ji:
Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation. CoRR abs/1504.07678 (2015)
[i7]
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Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang:
A Dependency-Based Neural Network for Relation Classification. CoRR abs/1507.04646 (2015)
2014
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Heng Ji, Taylor Cassidy, Qi Li, Suzanne Tamang:
Tackling representation, annotation and classification challenges for temporal knowledge base population. Knowl. Inf. Syst. 41(3): 611-646 (2014)
[j6]
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Hongbo Deng, Jiawei Han, Hao Li, Heng Ji, Hongning Wang, Yue Lu:
Exploring and inferring user-user pseudo-friendship for sentiment analysis with heterogeneous networks. Stat. Anal. Data Min. 7(4): 308-321 (2014)
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Arkaitz Zubiaga, Heng Ji:
Tweet, but verify: epistemic study of information verification on Twitter. Soc. Netw. Anal. Min. 4(1): 163 (2014)
[c72]
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Dan Roth, Heng Ji, Ming-Wei Chang, Taylor Cassidy:
Wikification and Beyond: The Challenges of Entity and Concept Grounding. ACL (Tutorial Abstracts) 2014: 7
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Xing Shi, Kevin Knight, Heng Ji:
How to Speak a Language without Knowing It. ACL (2) 2014: 278-282
[c70]
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Hongzhao Huang, Yunbo Cao, Xiaojiang Huang, Heng Ji, Chin-Yew Lin:
Collective Tweet Wikification based on Semi-supervised Graph Regularization. ACL (1) 2014: 380-390
[c69]
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Qi Li, Heng Ji:
Incremental Joint Extraction of Entity Mentions and Relations. ACL (1) 2014: 402-412
[c68]
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Hao Li, Wei Liu, Heng Ji:
Two-Stage Hashing for Fast Document Retrieval. ACL (2) 2014: 495-500
[c67]
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Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Bülent Yener:
Be Appropriate and Funny: Automatic Entity Morph Encoding. ACL (2) 2014: 706-711
[c66]
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Tongtao Zhang, Haibo Li, Hongzhao Huang, Heng Ji, Min-Hsuan Tsai, Shen-Fu Tsai, Thomas S. Huang:
Cross-media Cross-genre Information Ranking based on Multi-media Information Networks. VL@COLING 2014: 74-81
[c65]
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Jinguang Zheng, Daniel Howsmon, Boliang Zhang, Juergen Hahn, Deborah L. McGuinness, James A. Hendler, Heng Ji:
Entity Linking for Biomedical Literature. DTMBIO@CIKM 2014: 3-4
[c64]
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Taylor Cassidy, Heng Ji:
Analysis and Refinement of Temporal Relation Aggregation. COLING 2014: 1556-1566
[c63]
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Dian Yu, Hongzhao Huang, Taylor Cassidy, Heng Ji, Chi Wang, Shi Zhi, Jiawei Han, Clare R. Voss, Malik Magdon-Ismail:
The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding. COLING 2014: 1567-1578
[c62]
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Le Liu, Yu Hong, Jun Lu, Jun Lang, Heng Ji, Jian-Min Yao:
An Iterative Link-based Method for Parallel Web Page Mining. EMNLP 2014: 1216-1224
[c61]
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Ziqiang Cao, Sujian Li, Heng Ji:
Joint Learning of Chinese Words, Terms and Keywords. EMNLP 2014: 1774-1778
[c60]
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Qi Li, Heng Ji, Yu Hong, Sujian Li:
Constructing Information Networks Using One Single Model. EMNLP 2014: 1846-1851
[c59]
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  - conf/isi/TyshchukWLJK14
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Yulia Tyshchuk, William A. Wallace, Hao Li, Heng Ji, Sue E. Kase:
The Nature of Communications and Emerging Communities on Twitter Following the 2013 Syria Sarin Gas Attacks. JISIC 2014: 41-47
[c58]
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Haibo Li, Masato Hagiwara, Qi Li, Heng Ji:
Comparison of the Impact of Word Segmentation on Name Tagging for Chinese and Japanese. LREC 2014: 2532-2536
[c57]
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Fangbo Tao, George Brova, Jiawei Han, Heng Ji, Chi Wang, Brandon Norick, Ahmed El-Kishky, Jialu Liu, Xiang Ren, Yizhou Sun:
NewsNetExplorer: automatic construction and exploration of news information networks. SIGMOD Conference 2014: 1091-1094
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Yulia Tyshchuk, Hao Li, Heng Ji, William A. Wallace:
The Emergence of Communities and Their Leaders on Twitter Following an Extreme Event. Social Network Analysis 2014: 1-25
2013
[j4]
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Yan Li, Zhen Qin, Weiran Xu, Heng Ji, Jun Guo:
Unsupervised Sentiment-Bearing Feature Selection for Document-Level Sentiment Classification. IEICE Trans. Inf. Syst. 96-D(12): 2805-2813 (2013)
[c56]
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Qi Li, Heng Ji, Liang Huang:
Joint Event Extraction via Structured Prediction with Global Features. ACL (1) 2013: 73-82
[c55]
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Weiwei Guo, Hao Li, Heng Ji, Mona T. Diab:
Linking Tweets to News: A Framework to Enrich Short Text Data in Social Media. ACL (1) 2013: 239-249
[c54]
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Haibo Li, Jing Zheng, Heng Ji, Qi Li, Wen Wang:
Name-aware Machine Translation. ACL (1) 2013: 604-614
[c53]
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Hongzhao Huang, Zhen Wen, Dian Yu, Heng Ji, Yizhou Sun, Jiawei Han, He Li:
Resolving Entity Morphs in Censored Data. ACL (1) 2013: 1083-1093
[c52]
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Yulia Tyshchuk, Hao Li, Heng Ji, William A. Wallace:
Evolution of communities on Twitter and the role of their leaders during emergencies. ASONAM 2013: 727-733
[c51]
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Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji, Jiawei Han:
Constructing Topical Hierarchies in Heterogeneous Information Networks. ICDM 2013: 767-776
[c50]
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Arkaitz Zubiaga, Heng Ji, Kevin Knight:
Curating and contextualizing Twitter stories to assist with social newsgathering. IUI 2013: 213-224
[c49]
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Fangbo Tao, Kin Hou Lei, Jiawei Han, Chengxiang Zhai, Xiao Cheng, Marina Danilevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialu Liu, Nikunj C. Oza, Ashok N. Srivastava, Rodney Tjoelker, Chi Wang, Duo Zhang, Bo Zhao:
EventCube: multi-dimensional search and mining of structured and text data. KDD 2013: 1494-1497
[c48]
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Hongbo Deng, Jiawei Han, Heng Ji, Hao Li, Yue Lu, Hongning Wang:
Exploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks. SDM 2013: 378-386
[c47]
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Arkaitz Zubiaga, Heng Ji:
Harnessing web page directories for large-scale classification of tweets. WWW (Companion Volume) 2013: 225-226
[p2]
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  - books/sp/13/JiLL13
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Heng Ji, Adam Lee, Wen-Pin Lin:
Information Network Construction and Alignment from Automatically Acquired Comparable Corpora. Building and Using Comparable Corpora 2013: 243-263
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Heng Ji, Benoît Favre, Wen-Pin Lin, Dan Gillick, Dilek Hakkani-Tür, Ralph Grishman:
Open-Domain Multi-Document Summarization via Information Extraction: Challenges and Prospects. Multi-source, Multilingual Information Extraction and Summarization 2013: 177-201
[i6]
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Dian Yu, Haibo Li, Taylor Cassidy, Qi Li, Hongzhao Huang, Zheng Chen, Heng Ji, Yongzhong Zhang, Dan Roth:
RPI-BLENDER TAC-KBP2013 Knowledge Base Population System. TAC 2013
[i5]
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Arkaitz Zubiaga, Heng Ji:
Tweet, but Verify: Epistemic Study of Information Verification on Twitter. CoRR abs/1312.5297 (2013)
2012
[j3]
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Guo-Jun Qi, Charu C. Aggarwal, Qi Tian, Heng Ji, Thomas S. Huang:
Exploring Context and Content Links in Social Media: A Latent Space Method. IEEE Trans. Pattern Anal. Mach. Intell. 34(5): 850-862 (2012)
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Heng Ji, Hongbo Deng, Jiawei Han:
Uncertainty Reduction for Knowledge Discovery and Information Extraction on the World Wide Web. Proc. IEEE 100(9): 2658-2674 (2012)
[c46]
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Qi Li, Javier Artiles, Taylor Cassidy, Heng Ji:
Combining Flat and Structured Approaches for Temporal Slot Filling or: How Much to Compress? CICLing (2) 2012: 194-205
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Qi Li, Haibo Li, Heng Ji, Wen Wang, Jing Zheng, Fei Huang:
Joint bilingual name tagging for parallel corpora. CIKM 2012: 1727-1731
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Taylor Cassidy, Heng Ji, Hongbo Deng, Jing Zheng, Jiawei Han:
Analysis and Refinement of Cross-Lingual Entity Linking. CLEF 2012: 1-12
[c43]
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Taylor Cassidy, Heng Ji, Lev-Arie Ratinov, Arkaitz Zubiaga, Hongzhao Huang:
Analysis and Enhancement of Wikification for Microblogs with Context Expansion. COLING 2012: 441-456
[c42]
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Hongzhao Huang, Arkaitz Zubiaga, Heng Ji, Hongbo Deng, Dong Wang, Hieu Khac Le, Tarek F. Abdelzaher, Jiawei Han, Alice Leung, John P. Hancock, Clare R. Voss:
Tweet Ranking Based on Heterogeneous Networks. COLING 2012: 1239-1256
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Hongzhao Huang, Sam Anzaroot, Heng Ji, Hieu Khac Le, Dong Wang, Tarek F. Abdelzaher:
Free-form text summarization in social sensing. IPSN 2012: 141-142
[c40]
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Xuansong Li, Stephanie M. Strassel, Heng Ji, Kira Griffitt, Joe Ellis:
Linguistic Resources for Entity Linking Evaluation: from Monolingual to Cross-lingual. LREC 2012: 3098-3105
[c39]
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Suzanne Tamang, Heng Ji:
Relabeling Distantly Supervised Training Data for Temporal Knowledge Base Population. AKBC-WEKEX@NAACL-HLT 2012: 25-30
[c38]
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Hao Li, Yu Chen, Heng Ji, Smaranda Muresan, Dequan Zheng:
Combining Social Cognitive Theories with Linguistic Features for Multi-genre Sentiment Analysis. PACLIC 2012: 127-136
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Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin, Heng Ji:
Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links. SDM 2012: 516-527
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Suzanne Tamang, Zheng Chen, Heng Ji:
CUNY BLENDER TAC-KBP2012 Entity Linking System and Slot Filling Validation System. TAC 2012
2011
[c36]
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Heng Ji, Ralph Grishman:
Knowledge Base Population: Successful Approaches and Challenges. ACL 2011: 1148-1158
[c35]
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Heng Ji:
Mining Name Translations from Comparable Corpora by Creating Bilingual Information Networks. BUCC@ACL/IJCNLP 2011: 34-37
[c34]
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Matthew G. Snover, Xiang Li, Wen-Pin Lin, Zheng Chen, Suzanne Tamang, Mingmin Ge, Adam Lee, Qi Li, Hao Li, Sam Anzaroot, Heng Ji:
Cross-lingual Slot Filling from Comparable Corpora. BUCC@ACL 2011: 110-119
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Qi Li, Sam Anzaroot, Wen-Pin Lin, Xiang Li, Heng Ji:
Joint inference for cross-document information extraction. CIKM 2011: 2225-2228
[c32]
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Wen-Pin Lin, Matthew G. Snover, Heng Ji:
Unsupervised Language-Independent Name Translation Mining from Wikipedia Infoboxes. ULNLP@EMNLP 2011: 43-52
[c31]
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Zheng Chen, Heng Ji:
Collaborative Ranking: A Case Study on Entity Linking. EMNLP 2011: 771-781
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Zheng Chen, Suzanne Tamang, Adam Lee, Heng Ji:
A toolkit for knowledge base population. SIGIR 2011: 1267-1268
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Javier Artiles, Qi Li, Taylor Cassidy, Suzanne Tamang, Heng Ji:
CUNY BLENDER TAC-KBP2011 Temporal Slot Filling System Description. TAC 2011
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Taylor Cassidy, Zheng Chen, Javier Artiles, Heng Ji, Hongbo Deng, Lev-Arie Ratinov, Jiawei Han, Dan Roth, Jing Zheng:
CUNY-UIUC-SRI TAC-KBP2011 Entity Linking System Description. TAC 2011
2010
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Zheng Chen, Suzanne Tamang, Adam Lee, Xiang Li, Marissa Passantino, Heng Ji:
Top-Down and Bottom-Up: A Combined Approach to Slot Filling. AIRS 2010: 300-309
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Heng Ji, Juan Liu, Benoît Favre, Daniel Gillick, Dilek Hakkani-Tür:
Re-ranking Summaries Based on Cross-Document Information Extraction. AIRS 2010: 432-442
[c27]
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Heng Ji:
Challenges from Information Extraction to Information Fusion. COLING (Posters) 2010: 507-515
[c26]
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Adam Lee, Marissa Passantino, Heng Ji, Guojun Qi, Thomas S. Huang:
Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion. COLING (Posters) 2010: 630-638
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Heng Ji:
One sense per context cluster: Improving word sense disambiguation using web-scale phrase clustering. IUCS 2010: 181-184
[c24]
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Heng Ji, Xiang Li, Angelo Lucia, Jianting Zhang:
Annotating Event Chains for Carbon Sequestration Literature. LREC 2010
[c23]
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Dekang Lin, Kenneth Ward Church, Heng Ji, Satoshi Sekine, David Yarowsky, Shane Bergsma, Kailash Patil, Emily Pitler, Rachel Lathbury, Vikram Rao, Kapil Dalwani, Sushant Narsale:
New Tools for Web-Scale N-grams. LREC 2010
[c22]
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Heng Ji, Zheng Chen, Jonathan Feldman, Antonio Gonzalez, Ralph Grishman, Vivek Upadhyay:
Utility Evaluation of Cross-document Information Extraction. HLT-NAACL 2010: 285-288
[c21]
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Hao Li, Xiang Li, Heng Ji, Yuval Marton:
Domain-Independent Novel Event Discovery and Semi-Automatic Event Annotation. PACLIC 2010: 233-242
[c20]
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Zheng Chen, Heng Ji:
Graph-Based Clustering for Computational Linguistics: A Survey. TextGraphs@ACL 2010: 1-9
[i1]
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Zheng Chen, Suzanne Tamang, Adam Lee, Xiang Li, Wen-Pin Lin, Matthew G. Snover, Javier Artiles, Marissa Passantino, Heng Ji:
CUNY-BLENDER TAC-KBP2010 Entity Linking and Slot Filling System Description. TAC 2010

2000 – 2009

see FAQ

What is the meaning of the colors in the publication lists?

2009
[c19]
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Prashant Gupta, Heng Ji:
Predicting Unknown Time Arguments based on Cross-Event Propagation. ACL/IJCNLP (2) 2009: 369-372
[c18]
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Kristen Parton, Kathleen R. McKeown, Bob Coyne, Mona T. Diab, Ralph Grishman, Dilek Hakkani-Tür, Mary P. Harper, Heng Ji, Wei-Yun Ma, Adam Meyers, Sara Stolbach, Ang Sun, Gökhan Tür, Wei Xu, Sibel Yaman:
Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task. ACL/IJCNLP 2009: 423-431
[c17]
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Adam Meyers, Michiko Kosaka, Heng Ji, Nianwen Xue, Mary P. Harper, Ang Sun, Wei Xu, Shasha Liao:
Transducing Logical Relations from Automatic and Manual GLARF. Linguistic Annotation Workshop 2009: 116-120
[c16]
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Heng Ji, Zheng Chen:
Cross-document Temporal and Spatial Person Tracking System Demonstration. HLT-NAACL (Demos) 2009: 1-4
[c15]
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Adam Meyers, Michiko Kosaka, Nianwen Xue, Heng Ji, Ang Sun, Shasha Liao, Wei Xu:
Automatic Recognition of Logical Relations for English, Chinese and Japanese in the GLARF Framework. SEW@NAACL-HLT 2009: 146-154
[c14]
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Zheng Chen, Heng Ji:
Language Specific Issue and Feature Exploration in Chinese Event Extraction. HLT-NAACL (Short Papers) 2009: 209-212
[c13]
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Heng Ji, Dekang Lin:
Gender and Animacy Knowledge Discovery from Web-Scale N-Grams for Unsupervised Person Mention Detection. PACLIC 2009: 220-229
[c12]
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Heng Ji, Ralph Grishman, Zheng Chen, Prashant Gupta:
Cross-document Event Extraction and Tracking: Task, Evaluation, Techniques and Challenges. RANLP 2009: 166-172
[c11]
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Zheng Chen, Heng Ji:
Graph-based Event Coreference Resolution. Graph-based Methods for Natural Language Processing 2009: 54-57
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Heng Ji:
Information Extraction. Encyclopedia of Database Systems 2009: 1476-1481
2008
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Mari Ostendorf, Benoît Favre, Ralph Grishman, Dilek Hakkani-Tür, Mary P. Harper, Dustin Hillard, Julia Hirschberg, Heng Ji, Jeremy G. Kahn, Yang Liu, Sameer Maskey, Evgeny Matusov, Hermann Ney, Andrew Rosenberg, Elizabeth Shriberg, Wen Wang, Chuck Wooters:
Speech segmentation and spoken document processing. IEEE Signal Process. Mag. 25(3): 59-69 (2008)
[c10]
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Heng Ji, Ralph Grishman:
Refining Event Extraction through Cross-Document Inference. ACL 2008: 254-262
[c9]
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Dan Wu, Daqing He, Heng Ji, Ralph Grishman:
A study of using an out-of-box commercial MT system for query translation in CLIR. CIKM-iNEWS 2008: 71-76
[c8]
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Benoît Favre, Ralph Grishman, Dustin Hillard, Heng Ji, Dilek Hakkani-Tür, Mari Ostendorf:
Punctuating speech for information extraction. ICASSP 2008: 5013-5016
[c7]
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Dan Wu, Daqing He, Heng Ji, Ralph Grishman:
The effects of high quality translations of named entities in cross-language information exploration. NLPKE 2008: 1-8
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Heng Ji, Ralph Grishman, Wen Wang:
Phonetic name matching for cross-lingual Spoken Sentence Retrieval. SLT 2008: 281-284
2007
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Heng Ji:
Joint Inference for Information Extraction and Translation. New York University, USA, 2007
2006
[c5]
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Heng Ji, Ralph Grishman:
Analysis and Repair of Name Tagger Errors. ACL 2006
[c4]
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Dustin Hillard, Zhongqiang Huang, Heng Ji, Ralph Grishman, Dilek Hakkani-Tür, Mary P. Harper, Mari Ostendorf, Wen Wang:
Impact of Automatic Comma Prediction on POS/Name Tagging of speech. SLT 2006: 58-61
2005
[c3]
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  authority control:
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  dblp key:
  - conf/acl/JiG05
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Heng Ji, Ralph Grishman:
Improving Name Tagging by Reference Resolution and Relation Detection. ACL 2005: 411-418
[c2]
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  - electronic edition @ aclanthology.org (open access)
  - details & citations
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Heng Ji, David Westbrook, Ralph Grishman:
Using Semantic Relations to Refine Coreference Decisions. HLT/EMNLP 2005: 17-24
2001
[c1]
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  dblp key:
  - conf/smc/JiL01
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Heng Ji, Zhensheng Luo:
A Chinese name identifying system based on inverse name frequency model and rules. SMC 2001: 2219-2225

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