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邱锡鹏
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2020 – today
- 2024
[j24]Yunfan Shao, Zhichao Geng, Yitao Liu, Junqi Dai, Hang Yan, Fei Yang, Li Zhe, Hujun Bao, Xipeng Qiu:
CPT: a pre-trained unbalanced transformer for both Chinese language understanding and generation. Sci. China Inf. Sci. 67(5) (2024)- [j23]Yitao Liu, Chenxin An, Xipeng Qiu:
$$\cal{Y}$$-Tuning: an efficient tuning paradigm for large-scale pre-trained models via label representation learning. Frontiers Comput. Sci. 18(4) (2024) - [j22]Tianxiang Sun
, Xiaotian Zhang, Zhengfu He, Peng Li, Qinyuan Cheng, Xiangyang Liu, Hang Yan, Yunfan Shao, Qiong Tang, Shiduo Zhang, Xingjian Zhao, Ke Chen, Yining Zheng, Zhejian Zhou, Ruixiao Li, Jun Zhan, Yunhua Zhou, Linyang Li, Xiaogui Yang, Lingling Wu, Zhangyue Yin, Xuanjing Huang, Yu-Gang Jiang, Xipeng Qiu:
MOSS: An Open Conversational Large Language Model. Mach. Intell. Res. 21(5): 888-905 (2024) - [j21]Jie Zhou, Pei Ke, Xipeng Qiu, Minlie Huang, Junping Zhang:
ChatGPT: potential, prospects, and limitations. Frontiers Inf. Technol. Electron. Eng. 25(1): 6-11 (2024) - [j20]Yu Zong, Yuxin Wang, Xipeng Qiu, Xuanjing Huang, Liang Qiao:
Deep learning prediction of glycopeptide tandem mass spectra powers glycoproteomics. Nat. Mac. Intell. 6(8): 950-961 (2024) - [c208]Xinghao Wang, Junliang He, Pengyu Wang, Yunhua Zhou, Tianxiang Sun, Xipeng Qiu:
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning. AAAI 2024: 19180-19188 - [c207]Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Junqi Dai, Qinyuan Cheng, Xuanjing Huang, Xipeng Qiu:
Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance. ACL (1) 2024: 2401-2416 - [c206]Siyin Wang, Shimin Li, Tianxiang Sun, Jinlan Fu, Qinyuan Cheng, Jiasheng Ye, Junjie Ye, Xipeng Qiu, Xuanjing Huang:
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation. ACL (Findings) 2024: 6632-6646 - [c205]Jie Ren, Qipeng Guo, Hang Yan, Dongrui Liu, Quanshi Zhang, Xipeng Qiu, Dahua Lin:
Identifying Semantic Induction Heads to Understand In-Context Learning. ACL (Findings) 2024: 6916-6932 - [c204]Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang:
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. ACL (1) 2024: 7278-7292 - [c203]Kai Lv, Yuqing Yang, Tengxiao Liu, Qipeng Guo, Xipeng Qiu:
Full Parameter Fine-tuning for Large Language Models with Limited Resources. ACL (1) 2024: 8187-8198 - [c202]Yi Zong, Xipeng Qiu:
GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation. ACL (Findings) 2024: 8817-8825 - [c201]Yu Sun, Keyuchen Keyuchen, Shujie Wang, Peiji Li, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang, Dahua Lin:
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods. ACL (1) 2024: 9348-9369 - [c200]Jun Zhan, Junqi Dai, Jiasheng Ye, Yunhua Zhou, Dong Zhang, Zhigeng Liu, Xin Zhang, Ruibin Yuan, Ge Zhang, Linyang Li, Hang Yan, Jie Fu, Tao Gui, Tianxiang Sun, Yu-Gang Jiang, Xipeng Qiu:
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling. ACL (1) 2024: 9637-9662 - [c199]Kai Lv, Hang Yan, Qipeng Guo, Haijun Lv, Xipeng Qiu:
AdaLomo: Low-memory Optimization with Adaptive Learning Rate. ACL (Findings) 2024: 12486-12502 - [c198]Demin Song, Honglin Guo, Yunhua Zhou, Shuhao Xing, Yudong Wang, Zifan Song, Wenwei Zhang, Qipeng Guo, Hang Yan, Xipeng Qiu, Dahua Lin:
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation. ACL (Findings) 2024: 13640-13656 - [c197]Yunfan Shao, Linyang Li, Zhaoye Fei, Hang Yan, Dahua Lin, Xipeng Qiu:
Balanced Data Sampling for Language Model Training with Clustering. ACL (Findings) 2024: 14012-14023 - [c196]Chenxin An, Shansan Gong, Ming Zhong, Xingjian Zhao, Mukai Li, Jun Zhang, Lingpeng Kong, Xipeng Qiu:
L-Eval: Instituting Standardized Evaluation for Long Context Language Models. ACL (1) 2024: 14388-14411 - [c195]Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Tianxiang Sun, Cheng Chang, Qinyuan Cheng, Ding Wang, Xiaofeng Mou, Xipeng Qiu, Xuanjing Huang:
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models. LREC/COLING 2024: 609-625 - [c194]Yuhong Sun, Zhangyue Yin, Qipeng Guo, Jiawen Wu, Xipeng Qiu, Hui Zhao:
Benchmarking Hallucination in Large Language Models Based on Unanswerable Math Word Problem. LREC/COLING 2024: 2178-2188 - [c193]Yunhua Zhou, Pengyu Wang, Peiju Liu, Yuxin Wang, Xipeng Qiu:
The Open-World Lottery Ticket Hypothesis for OOD Intent Classification. LREC/COLING 2024: 15988-15999 - [c192]Yixuan Sun, Zhangyue Yin, Haibo Wang, Yan Wang, Xipeng Qiu, Weifeng Ge, Wenqiang Zhang:
Pixel-Level Semantic Correspondence Through Layout-Aware Representation Learning and Multi-Scale Matching Integration. CVPR 2024: 17047-17056 - [c191]Xiangyang Liu, Junliang He, Xipeng Qiu:
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences. EMNLP 2024: 817-838 - [c190]Mozhi Zhang, Mianqiu Huang, Rundong Shi, Linsen Guo, Chong Peng, Peng Yan, Yaqian Zhou, Xipeng Qiu:
Calibrating the Confidence of Large Language Models by Eliciting Fidelity. EMNLP 2024: 2959-2979 - [c189]Xiaoran Liu, Kai Lv, Qipeng Guo, Hang Yan, Conghui He, Xipeng Qiu, Dahua Lin:
LongWanjuan: Towards Systematic Measurement for Long Text Quality. EMNLP (Findings) 2024: 5709-5725 - [c188]Qin Zhu, Qinyuan Cheng, Runyu Peng, Xiaonan Li, Ru Peng, Tengxiao Liu, Xipeng Qiu, Xuanjing Huang:
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation. EMNLP (Findings) 2024: 9113-9129 - [c187]Pengyu Wang, Dong Zhang, Linyang Li, Chenkun Tan, Xinghao Wang, Mozhi Zhang, Ke Ren, Botian Jiang, Xipeng Qiu:
InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance. EMNLP 2024: 10460-10479 - [c186]Xingyu Lu, Xiaonan Li, Qinyuan Cheng, Kai Ding, Xuanjing Huang, Xipeng Qiu:
Scaling Laws for Fact Memorization of Large Language Models. EMNLP (Findings) 2024: 11263-11282 - [c185]Zhiyuan Zeng, Qipeng Guo, Zhaoye Fei, Zhangyue Yin, Yunhua Zhou, Linyang Li, Tianxiang Sun, Hang Yan, Dahua Lin, Xipeng Qiu:
Turn Waste into Worth: Rectifying Top-k Router of MoE. EMNLP 2024: 13305-13320 - [c184]Yuhang Zhou, Yu He, Siyu Tian, Yuchen Ni, Zhangyue Yin, Xiang Liu, Chuanjun Ji, Sen Liu, Xipeng Qiu, Guangnan Ye, Hongfeng Chai:
R³-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL. EMNLP (Findings) 2024: 13679-13692 - [c183]Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Qinyuan Cheng, Xipeng Qiu, Xuanjing Huang:
Explicit Memory Learning with Expectation Maximization. EMNLP 2024: 16618-16635 - [c182]Qinyuan Cheng, Xiaonan Li, Shimin Li, Qin Zhu, Zhangyue Yin, Yunfan Shao, Linyang Li, Tianxiang Sun, Hang Yan, Xipeng Qiu:
Unified Active Retrieval for Retrieval Augmented Generation. EMNLP (Findings) 2024: 17153-17166 - [c181]Zhiyuan Zeng, Qipeng Guo, Xiaoran Liu, Zhangyue Yin, Wentao Shu, Mianqiu Huang, Bo Wang, Yunhua Zhou, Linlin Li, Qun Liu, Xipeng Qiu:
Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk. EMNLP 2024: 21021-21034 - [c180]Xiaoran Liu, Hang Yan, Chenxin An, Xipeng Qiu, Dahua Lin:
Scaling Laws of RoPE-based Extrapolation. ICLR 2024 - [c179]Xin Zhang, Dong Zhang, Shimin Li, Yaqian Zhou, Xipeng Qiu:
SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models. ICLR 2024 - [c178]Chenxin An, Fei Huang, Jun Zhang, Shansan Gong, Xipeng Qiu, Chang Zhou, Lingpeng Kong:
Training-Free Long-Context Scaling of Large Language Models. ICML 2024 - [c177]Qinyuan Cheng, Tianxiang Sun, Xiangyang Liu, Wenwei Zhang, Zhangyue Yin, Shimin Li, Linyang Li, Zhengfu He, Kai Chen, Xipeng Qiu:
Can AI Assistants Know What They Don't Know? ICML 2024 - [c176]Kexin Huang, Xiangyang Liu, Qianyu Guo, Tianxiang Sun, Jiawei Sun, Yaru Wang, Zeyang Zhou, Yixu Wang, Yan Teng, Xipeng Qiu, Yingchun Wang, Dahua Lin:
Flames: Benchmarking Value Alignment of LLMs in Chinese. NAACL-HLT 2024: 4551-4591 - [c175]Xiaonan Li, Changtai Zhu, Linyang Li, Zhangyue Yin, Tianxiang Sun, Xipeng Qiu:
LLatrieval: LLM-Verified Retrieval for Verifiable Generation. NAACL-HLT 2024: 5453-5471 - [i212]Dong Zhang, Zhaowei Li, Pengyu Wang, Xin Zhang, Yaqian Zhou, Xipeng Qiu:
SpeechAgents: Human-Communication Simulation with Multi-Modal Multi-Agent Systems. CoRR abs/2401.03945 (2024) - [i211]Shimin Li, Tianxiang Sun, Xipeng Qiu:
Agent Alignment in Evolving Social Norms. CoRR abs/2401.04620 (2024) - [i210]Binghai Wang, Rui Zheng, Lu Chen, Yan Liu, Shihan Dou, Caishuang Huang, Wei Shen, Senjie Jin, Enyu Zhou, Chenyu Shi, Songyang Gao, Nuo Xu, Yuhao Zhou, Xiaoran Fan, Zhiheng Xi, Jun Zhao, Xiao Wang, Tao Ji, Hang Yan, Lixing Shen, Zhan Chen, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang:
Secrets of RLHF in Large Language Models Part II: Reward Modeling. CoRR abs/2401.06080 (2024) - [i209]Pengyu Wang, Dong Zhang, Linyang Li, Chenkun Tan, Xinghao Wang, Ke Ren, Botian Jiang, Xipeng Qiu:
InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance. CoRR abs/2401.11206 (2024) - [i208]Qinyuan Cheng, Tianxiang Sun, Xiangyang Liu, Wenwei Zhang, Zhangyue Yin, Shimin Li, Linyang Li, Zhengfu He, Kai Chen, Xipeng Qiu:
Can AI Assistants Know What They Don't Know? CoRR abs/2401.13275 (2024) - [i207]Dong Zhang, Xin Zhang, Jun Zhan, Shimin Li, Yaqian Zhou, Xipeng Qiu:
SpeechGPT-Gen: Scaling Chain-of-Information Speech Generation. CoRR abs/2401.13527 (2024) - [i206]Xinghao Wang, Junliang He, Pengyu Wang, Yunhua Zhou, Tianxiang Sun, Xipeng Qiu:
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning. CoRR abs/2401.13621 (2024) - [i205]Zhaoye Fei, Yunfan Shao, Linyang Li, Zhiyuan Zeng, Hang Yan, Xipeng Qiu, Dahua Lin:
Query of CC: Unearthing Large Scale Domain-Specific Knowledge from Public Corpora. CoRR abs/2401.14624 (2024) - [i204]Yu Sun, Keyu Chen, Shujie Wang, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang, Dahua Lin:
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods. CoRR abs/2401.14869 (2024) - [i203]Xiaoran Fan, Tao Ji, Changhao Jiang, Shuo Li, Senjie Jin, Sirui Song, Junke Wang, Boyang Hong, Lu Chen, Guodong Zheng, Ming Zhang, Caishuang Huang, Rui Zheng, Zhiheng Xi, Yuhao Zhou, Shihan Dou, Junjie Ye, Hang Yan, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang:
MouSi: Poly-Visual-Expert Vision-Language Models. CoRR abs/2401.17221 (2024) - [i202]Huaiyuan Ying, Shuo Zhang, Linyang Li, Zhejian Zhou, Yunfan Shao, Zhaoye Fei, Yichuan Ma, Jiawei Hong, Kuikun Liu, Ziyi Wang, Yudong Wang, Zijian Wu, Shuaibin Li, Fengzhe Zhou, Hongwei Liu, Songyang Zhang, Wenwei Zhang, Hang Yan, Xipeng Qiu, Jiayu Wang, Kai Chen, Dahua Lin:
InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning. CoRR abs/2402.06332 (2024) - [i201]Siyin Wang, Shimin Li, Tianxiang Sun, Jinlan Fu, Qinyuan Cheng, Jiasheng Ye, Junjie Ye, Xipeng Qiu, Xuanjing Huang:
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation. CoRR abs/2402.11251 (2024) - [i200]Zhengfu He, Xuyang Ge, Qiong Tang, Tianxiang Sun, Qinyuan Cheng, Xipeng Qiu:
Dictionary Learning Improves Patch-Free Circuit Discovery in Mechanistic Interpretability: A Case Study on Othello-GPT. CoRR abs/2402.12201 (2024) - [i199]Jun Zhan, Junqi Dai, Jiasheng Ye, Yunhua Zhou, Dong Zhang, Zhigeng Liu, Xin Zhang, Ruibin Yuan, Ge Zhang, Linyang Li, Hang Yan, Jie Fu, Tao Gui, Tianxiang Sun, Yugang Jiang, Xipeng Qiu:
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling. CoRR abs/2402.12226 (2024) - [i198]Zhiyuan Zeng, Qipeng Guo, Zhaoye Fei, Zhangyue Yin, Yunhua Zhou, Linyang Li, Tianxiang Sun, Hang Yan, Dahua Lin, Xipeng Qiu:
Turn Waste into Worth: Rectifying Top-k Router of MoE. CoRR abs/2402.12399 (2024) - [i197]Demin Song, Honglin Guo, Yunhua Zhou, Shuhao Xing, Yudong Wang, Zifan Song, Wenwei Zhang, Qipeng Guo, Hang Yan, Xipeng Qiu, Dahua Lin:
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation. CoRR abs/2402.13013 (2024) - [i196]Jie Ren, Qipeng Guo, Hang Yan, Dongrui Liu, Xipeng Qiu, Dahua Lin:
Identifying Semantic Induction Heads to Understand In-Context Learning. CoRR abs/2402.13055 (2024) - [i195]Kai Lv, Xiaoran Liu, Qipeng Guo, Hang Yan, Conghui He, Xipeng Qiu, Dahua Lin:
LongWanjuan: Towards Systematic Measurement for Long Text Quality. CoRR abs/2402.13583 (2024) - [i194]Jinlan Fu, Shenzhen Huangfu, Hang Yan, See-Kiong Ng, Xipeng Qiu:
Hint-before-Solving Prompting: Guiding LLMs to Effectively Utilize Encoded Knowledge. CoRR abs/2402.14310 (2024) - [i193]Yunfan Shao, Linyang Li, Zhaoye Fei, Hang Yan, Dahua Lin, Xipeng Qiu:
Balanced Data Sampling for Language Model Training with Clustering. CoRR abs/2402.14526 (2024) - [i192]Yi Zong, Xipeng Qiu:
GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation. CoRR abs/2402.15745 (2024) - [i191]Runyu Peng, Yunhua Zhou, Qipeng Guo, Yang Gao, Hang Yan, Xipeng Qiu, Dahua Lin:
Data-freeWeight Compress and Denoise for Large Language Models. CoRR abs/2402.16319 (2024) - [i190]Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang:
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. CoRR abs/2402.17433 (2024) - [i189]Chenxin An, Fei Huang, Jun Zhang, Shansan Gong, Xipeng Qiu, Chang Zhou, Lingpeng Kong:
Training-Free Long-Context Scaling of Large Language Models. CoRR abs/2402.17463 (2024) - [i188]Bo Wang, Tianxiang Sun, Hang Yan, Siyin Wang, Qingyuan Cheng, Xipeng Qiu:
In-Memory Learning: A Declarative Learning Framework for Large Language Models. CoRR abs/2403.02757 (2024) - [i187]Yuhong Sun, Zhangyue Yin, Qipeng Guo, Jiawen Wu, Xipeng Qiu, Hui Zhao:
Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem. CoRR abs/2403.03558 (2024) - [i186]Qiushi Sun, Zhirui Chen, Fangzhi Xu, Kanzhi Cheng, Chang Ma, Zhangyue Yin, Jianing Wang, Chengcheng Han, Renyu Zhu, Shuai Yuan, Qipeng Guo, Xipeng Qiu, Pengcheng Yin, Xiaoli Li, Fei Yuan, Lingpeng Kong, Xiang Li, Zhiyong Wu:
A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond. CoRR abs/2403.14734 (2024) - [i185]Jiasheng Ye, Peiju Liu, Tianxiang Sun, Yunhua Zhou, Jun Zhan, Xipeng Qiu:
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance. CoRR abs/2403.16952 (2024) - [i184]Mozhi Zhang, Mianqiu Huang, Rundong Shi, Linsen Guo, Chong Peng, Peng Yan, Yaqian Zhou, Xipeng Qiu:
Calibrating the Confidence of Large Language Models by Eliciting Fidelity. CoRR abs/2404.02655 (2024) - [i183]Dong Zhang, Zhaowei Li, Shimin Li, Xin Zhang, Pengyu Wang, Yaqian Zhou, Xipeng Qiu:
SpeechAlign: Aligning Speech Generation to Human Preferences. CoRR abs/2404.05600 (2024) - [i182]Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Tianxiang Sun, Cheng Chang, Qinyuan Cheng, Ding Wang, Xiaofeng Mou, Xipeng Qiu, Xuanjing Huang:
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models. CoRR abs/2405.12939 (2024) - [i181]Xuyang Ge, Fukang Zhu, Wentao Shu, Junxuan Wang, Zhengfu He, Xipeng Qiu:
Automatically Identifying Local and Global Circuits with Linear Computation Graphs. CoRR abs/2405.13868 (2024) - [i180]Zhiheng Xi, Yiwen Ding, Wenxiang Chen, Boyang Hong, Honglin Guo, Junzhe Wang, Dingwen Yang, Chenyang Liao, Xin Guo, Wei He, Songyang Gao, Lu Chen, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang:
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments. CoRR abs/2406.04151 (2024) - [i179]Qinyuan Cheng, Xiaonan Li, Shimin Li, Qin Zhu, Zhangyue Yin, Yunfan Shao, Linyang Li, Tianxiang Sun, Hang Yan, Xipeng Qiu:
Unified Active Retrieval for Retrieval Augmented Generation. CoRR abs/2406.12534 (2024) - [i178]Qin Zhu, Qinyuan Cheng, Runyu Peng, Xiaonan Li, Tengxiao Liu, Ru Peng, Xipeng Qiu, Xuanjing Huang:
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation. CoRR abs/2406.13990 (2024) - [i177]Siyin Wang, Xingsong Ye, Qinyuan Cheng, Junwen Duan, Shimin Li, Jinlan Fu, Xipeng Qiu, Xuanjing Huang:
Cross-Modality Safety Alignment. CoRR abs/2406.15279 (2024) - [i176]Xingyu Lu, Xiaonan Li, Qinyuan Cheng, Kai Ding, Xuanjing Huang, Xipeng Qiu:
Scaling Laws for Fact Memorization of Large Language Models. CoRR abs/2406.15720 (2024) - [i175]Shihan Dou, Haoxiang Jia, Shenxi Wu, Huiyuan Zheng, Weikang Zhou, Muling Wu, Mingxu Chai, Jessica Fan, Caishuang Huang, Yunbo Tao, Yan Liu, Enyu Zhou, Ming Zhang, Yuhao Zhou, Yueming Wu, Rui Zheng, Ming Wen, Rongxiang Weng, Jingang Wang, Xunliang Cai, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang:
What's Wrong with Your Code Generated by Large Language Models? An Extensive Study. CoRR abs/2407.06153 (2024) - [i174]Yunfan Shao, Linyang Li, Yichuan Ma, Peiji Li, Demin Song, Qinyuan Cheng, Shimin Li, Xiaonan Li, Pengyu Wang, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang, Dahua Lin:
Case2Code: Learning Inductive Reasoning with Synthetic Data. CoRR abs/2407.12504 (2024) - [i173]Xiaoran Liu, Qipeng Guo, Yuerong Song, Zhigeng Liu, Kai Lv, Hang Yan, Linlin Li, Qun Liu, Xipeng Qiu:
Farewell to Length Extrapolation, a Training-Free Infinite Context with Finite Attention Scope. CoRR abs/2407.15176 (2024) - [i172]Jiangfei Duan, Shuo Zhang, Zerui Wang, Lijuan Jiang, Wenwen Qu, Qinghao Hu, Guoteng Wang, Qizhen Weng, Hang Yan, Xingcheng Zhang, Xipeng Qiu, Dahua Lin, Yonggang Wen, Xin Jin, Tianwei Zhang, Peng Sun:
Efficient Training of Large Language Models on Distributed Infrastructures: A Survey. CoRR abs/2407.20018 (2024) - [i171]Zhe Xu, Jiasheng Ye, Xiangyang Liu, Tianxiang Sun, Xiaoran Liu, Qipeng Guo, Linlin Li, Qun Liu, Xuanjing Huang, Xipeng Qiu:
DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels. CoRR abs/2409.02465 (2024) - [i170]Junxuan Wang, Xuyang Ge, Wentao Shu, Qiong Tang, Yunhua Zhou, Zhengfu He, Xipeng Qiu:
Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures. CoRR abs/2410.06672 (2024) - [i169]Xin Zhang, Xiang Lyu, Zhihao Du, Qian Chen, Dong Zhang, Hangrui Hu, Chaohong Tan, Tianyu Zhao, Yuxuan Wang, Bin Zhang, Heng Lu, Yaqian Zhou, Xipeng Qiu:
IntrinsicVoice: Empowering LLMs with Intrinsic Real-time Voice Interaction Abilities. CoRR abs/2410.08035 (2024) - [i168]Botian Jiang, Lei Li, Xiaonan Li, Zhaowei Li, Xiachong Feng, Lingpeng Kong, Qi Liu, Xipeng Qiu:
Understanding the Role of LLMs in Multimodal Evaluation Benchmarks. CoRR abs/2410.12329 (2024) - [i167]Mozhi Zhang, Pengyu Wang, Chenkun Tan, Mianqiu Huang, Dong Zhang, Yaqian Zhou, Xipeng Qiu:
MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time. CoRR abs/2410.14184 (2024) - [i166]Zhengfu He, Wentao Shu, Xuyang Ge, Lingjie Chen, Junxuan Wang, Yunhua Zhou, Frances Liu, Qipeng Guo, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang, Xipeng Qiu:
Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders. CoRR abs/2410.20526 (2024) - [i165]Shihan Dou, Jiazheng Zhang, Jianxiang Zang, Yunbo Tao, Haoxiang Jia, Shichun Liu, Yuming Yang, Shenxi Wu, Shaoqing Zhang, Muling Wu, Changze Lv, Limao Xiong, Wenyu Zhan, Lin Zhang, Rongxiang Weng, Jingang Wang, Xunliang Cai, Yueming Wu, Ming Wen, Rui Zheng, Tao Ji, Yixin Cao, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang:
Multi-Programming Language Sandbox for LLMs. CoRR abs/2410.23074 (2024) - [i164]Xinghao Wang, Pengyu Wang, Bo Wang, Dong Zhang, Yunhua Zhou, Xipeng Qiu:
BitStack: Fine-Grained Size Control for Compressed Large Language Models in Variable Memory Environments. CoRR abs/2410.23918 (2024) - [i163]Tengxiao Liu, Qipeng Guo, Xiangkun Hu, Cheng Jiayang, Yue Zhang, Xipeng Qiu, Zheng Zhang:
Can Language Models Learn to Skip Steps? CoRR abs/2411.01855 (2024) - 2023
- [j19]Zhigang Kan, Yanqi Shi, Zhangyue Yin, Liwen Peng, Linbo Qiao, Xipeng Qiu, Dongsheng Li:
An anchor-guided sequence labeling model for event detection in both data-abundant and data-scarce scenarios. Inf. Sci. 649: 119652 (2023) - [j18]Yige Xu, Xipeng Qiu, Ligao Zhou, Xuanjing Huang:
Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation. J. Comput. Sci. Technol. 38(4): 853-866 (2023) - [j17]Zhigang Kan, Linhui Feng, Zhangyue Yin, Linbo Qiao, Xipeng Qiu, Dongsheng Li:
A Composable Generative Framework Based on Prompt Learning for Various Information Extraction Tasks. IEEE Trans. Big Data 9(4): 1238-1251 (2023) - [c174]Shimin Li, Qinyuan Cheng, Linyang Li, Xipeng Qiu:
Mitigating Negative Style Transfer in Hybrid Dialogue System. AAAI 2023: 13103-13111 - [c173]Xiaotian Zhang, Yanjun Zheng, Hang Yan, Xipeng Qiu:
Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What's Next? ACL (Findings) 2023: 1-13 - [c172]Linyang Li, Demin Song, Xipeng Qiu:
Text Adversarial Purification as Defense against Adversarial Attacks. ACL (1) 2023: 338-350 - [c171]Hang Yan, Yu Sun, Xiaonan Li, Xipeng Qiu:
An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition. ACL (2) 2023: 1442-1452 - [c170]Yunhua Zhou, Jiawei Hong, Xipeng Qiu:
Towards Open Environment Intent Prediction. ACL (Findings) 2023: 2226-2240 - [c169]Yunhua Zhou, Guofeng Quan, Xipeng Qiu:
A Probabilistic Framework for Discovering New Intents. ACL (1) 2023: 3771-3784 - [c168]Hang Yan, Yu Sun, Xiaonan Li, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu:
UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction. ACL (1) 2023: 4096-4122 - [c167]Zhengfu He, Tianxiang Sun, Qiong Tang, Kuanning Wang, Xuanjing Huang, Xipeng Qiu:
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models. ACL (1) 2023: 4521-4534 - [c166]Xiaonan Li, Kai Lv, Hang Yan, Tianyang Lin, Wei Zhu, Yuan Ni, Guotong Xie, Xiaoling Wang, Xipeng Qiu:
Unified Demonstration Retriever for In-Context Learning. ACL (1) 2023: 4644-4668 - [c165]Dongyu Ru, Lin Qiu, Xipeng Qiu, Yue Zhang, Zheng Zhang:
Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations. ACL (1) 2023: 5334-5351 - [c164]Zhangyue Yin, Qiushi Sun, Qipeng Guo, Jiawen Wu, Xipeng Qiu, Xuanjing Huang:
Do Large Language Models Know What They Don't Know? ACL (Findings) 2023: 8653-8665 - [c163]Yunhua Zhou, Jianqiang Yang, Pengyu Wang, Xipeng Qiu:
Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification. ACL (1) 2023: 10659-10673 - [c162]Shimin Li, Xiaotian Zhang, Yanjun Zheng, Linyang Li, Xipeng Qiu:
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System. ACL (Findings) 2023: 11037-11053 - [c161]Qinyuan Cheng, Xiaogui Yang, Tianxiang Sun, Linyang Li, Xipeng Qiu:
Improving Contrastive Learning of Sentence Embeddings from AI Feedback. ACL (Findings) 2023: 11122-11138 - [c160]Tianxiang Sun, Zhengfu He, Qin Zhu, Xipeng Qiu, Xuanjing Huang:
Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning. ACL (1) 2023: 11156-11172 - [c159]Yuqing Yang, Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang:
An AMR-based Link Prediction Approach for Document-level Event Argument Extraction. ACL (1) 2023: 12876-12889 - [c158]Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang:
Dual Cache for Long Document Neural Coreference Resolution. ACL (1) 2023: 15272-15285 - [c157]Peng Li, Tianxiang Sun, Qiong Tang, Hang Yan, Yuanbin Wu, Xuanjing Huang, Xipeng Qiu:
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors. ACL (1) 2023: 15339-15353 - [c156]Yuxin Wang, Xiannian Hu, Jiaqing Xie, Zhangyue Yin, Yunhua Zhou, Xipeng Qiu, Xuanjing Huang:
Graph Structure Learning via Lottery Hypothesis at Scale. ACML 2023: 1401-1416 - [c155]Zhangyue Yin, Yuxin Wang, Xiannian Hu, Yiguang Wu, Hang Yan, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Xipeng Qiu:
Rethinking Label Smoothing on Multi-Hop Question Answering. CCL 2023: 72-87 - [c154]Kai Lv, Shuo Zhang, Tianle Gu, Shuhao Xing, Jiawei Hong, Keyu Chen, Xiaoran Liu, Yuqing Yang, Honglin Guo, Tengxiao Liu, Yu Sun, Qipeng Guo, Hang Yan, Xipeng Qiu:
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way. EMNLP (Demos) 2023: 527-542 - [c153]Pengyu Wang, Linyang Li, Ke Ren, Botian Jiang, Dong Zhang, Xipeng Qiu:
SeqXGPT: Sentence-Level AI-Generated Text Detection. EMNLP 2023: 1144-1156 - [c152]Tengxiao Liu, Qipeng Guo, Yuqing Yang, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang:
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts. EMNLP 2023: 2807-2822 - [c151]Linyang Li, Botian Jiang, Pengyu Wang, Ke Ren, Hang Yan, Xipeng Qiu:
Watermarking LLMs with Weight Quantization. EMNLP (Findings) 2023: 3368-3378 - [c150]Xiaonan Li, Xipeng Qiu:
Finding Support Examples for In-Context Learning. EMNLP (Findings) 2023: 6219-6235 - [c149]Xiaonan Li, Xipeng Qiu:
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve. EMNLP 2023: 6354-6374 - [c148]Linyang Li, Ke Ren, Yunfan Shao, Pengyu Wang, Xipeng Qiu:
PerturbScore: Connecting Discrete and Continuous Perturbations in NLP. EMNLP (Findings) 2023: 6638-6648 - [c147]Yunfan Shao, Linyang Li, Junqi Dai, Xipeng Qiu:
Character-LLM: A Trainable Agent for Role-Playing. EMNLP 2023: 13153-13187 - [c146]Zhangyue Yin, Qiushi Sun, Cheng Chang, Qipeng Guo, Junqi Dai, Xuanjing Huang, Xipeng Qiu:
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication. EMNLP 2023: 15135-15153 - [c145]Dong Zhang, Shimin Li, Xin Zhang, Jun Zhan, Pengyu Wang, Yaqian Zhou, Xipeng Qiu:
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities. EMNLP (Findings) 2023: 15757-15773 - [c144]Yuxin Wang, Quan Gan, Xipeng Qiu, Xuanjing Huang, David Wipf:
From Hypergraph Energy Functions to Hypergraph Neural Networks. ICML 2023: 35605-35623 - [c143]Linyang Li, Yong Dai, Duyu Tang, Xipeng Qiu, Zelin Xu, Shuming Shi:
MarkBERT: Marking Word Boundaries Improves Chinese BERT. NLPCC (1) 2023: 325-336 - [e2]Maosong Sun, Bing Qin, Xipeng Qiu, Jing Jiang, Xianpei Han, Gaoqi Rao, Yubo Chen:
Chinese Computational Linguistics - 22nd China National Conference, CCL 2023, Harbin, China, August 3-5, 2023, Proceedings. Lecture Notes in Computer Science 14232, Springer 2023, ISBN 978-981-99-6206-8 [contents] - [i162]Xiaonan Li, Xipeng Qiu:
Finding Supporting Examples for In-Context Learning. CoRR abs/2302.13539 (2023) - [i161]Linyang Li, Pengyu Wang, Ke Ren, Tianxiang Sun, Xipeng Qiu:
Origin Tracing and Detecting of LLMs. CoRR abs/2304.14072 (2023) - [i160]Qinyuan Cheng, Xiaogui Yang, Tianxiang Sun, Linyang Li, Xipeng Qiu:
Improving Contrastive Learning of Sentence Embeddings from AI Feedback. CoRR abs/2305.01918 (2023) - [i159]Xiaonan Li, Kai Lv, Hang Yan, Tianyang Lin, Wei Zhu, Yuan Ni, Guotong Xie, Xiaoling Wang, Xipeng Qiu:
Unified Demonstration Retriever for In-Context Learning. CoRR abs/2305.04320 (2023) - [i158]Xiaonan Li, Xipeng Qiu:
MoT: Pre-thinking and Recalling Enable ChatGPT to Self-Improve with Memory-of-Thoughts. CoRR abs/2305.05181 (2023) - [i157]Peng Li, Tianxiang Sun, Qiong Tang, Hang Yan, Yuanbin Wu, Xuanjing Huang, Xipeng Qiu:
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors. CoRR abs/2305.05711 (2023) - [i156]Dong Zhang, Shimin Li, Xin Zhang, Jun Zhan, Pengyu Wang, Yaqian Zhou, Xipeng Qiu:
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities. CoRR abs/2305.11000 (2023) - [i155]Mozhi Zhang, Hang Yan, Yaqian Zhou, Xipeng Qiu:
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search. CoRR abs/2305.12217 (2023) - [i154]Xiaotian Zhang, Chunyang Li, Yi Zong, Zhengyu Ying, Liang He, Xipeng Qiu:
Evaluating the Performance of Large Language Models on GAOKAO Benchmark. CoRR abs/2305.12474 (2023) - [i153]Chenxin An, Jiangtao Feng, Fei Huang, Xipeng Qiu, Lingpeng Kong:
Optimizing Non-Autoregressive Transformers with Contrastive Learning. CoRR abs/2305.13667 (2023) - [i152]Shimin Li, Xiaotian Zhang, Yanjun Zheng, Linyang Li, Xipeng Qiu:
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System. CoRR abs/2305.16106 (2023) - [i151]Zhangyue Yin, Qiushi Sun, Qipeng Guo, Jiawen Wu, Xipeng Qiu, Xuanjing Huang:
Do Large Language Models Know What They Don't Know? CoRR abs/2305.18153 (2023) - [i150]Yuqing Yang, Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang:
An AMR-based Link Prediction Approach for Document-level Event Argument Extraction. CoRR abs/2305.19162 (2023) - [i149]Yuxin Wang, Quan Gan, Xipeng Qiu, Xuanjing Huang, David Wipf:
From Hypergraph Energy Functions to Hypergraph Neural Networks. CoRR abs/2306.09623 (2023) - [i148]Kai Lv, Yuqing Yang, Tengxiao Liu, Qinghui Gao, Qipeng Guo, Xipeng Qiu:
Full Parameter Fine-tuning for Large Language Models with Limited Resources. CoRR abs/2306.09782 (2023) - [i147]Dongyu Ru, Lin Qiu, Xipeng Qiu, Yue Zhang, Zheng Zhang:
Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations. CoRR abs/2306.10658 (2023) - [i146]Rui Zheng, Shihan Dou, Songyang Gao, Yuan Hua, Wei Shen, Binghai Wang, Yan Liu, Senjie Jin, Qin Liu, Yuhao Zhou, Limao Xiong, Lu Chen, Zhiheng Xi, Nuo Xu, Wenbin Lai, Minghao Zhu, Cheng Chang, Zhangyue Yin, Rongxiang Weng, Wensen Cheng, Haoran Huang, Tianxiang Sun, Hang Yan, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang:
Secrets of RLHF in Large Language Models Part I: PPO. CoRR abs/2307.04964 (2023) - [i145]Chenxin An, Shansan Gong, Ming Zhong, Mukai Li, Jun Zhang, Lingpeng Kong, Xipeng Qiu:
L-Eval: Instituting Standardized Evaluation for Long Context Language Models. CoRR abs/2307.11088 (2023) - [i144]Xiaowu Zhang, Xiaotian Zhang, Cheng Yang, Hang Yan, Xipeng Qiu:
Does Correction Remain A Problem For Large Language Models? CoRR abs/2308.01776 (2023) - [i143]Yuhao Dan, Zhikai Lei, Yiyang Gu, Yong Li, Jianghao Yin, Jiaju Lin, Linhao Ye, Zhiyan Tie, Yougen Zhou, Yilei Wang, Aimin Zhou, Ze Zhou, Qin Chen, Jie Zhou, Liang He, Xipeng Qiu:
EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education. CoRR abs/2308.02773 (2023) - [i142]Xin Zhang, Dong Zhang, Shimin Li, Yaqian Zhou, Xipeng Qiu:
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models. CoRR abs/2308.16692 (2023) - [i141]Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wensen Cheng, Qi Zhang, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, Tao Gui:
The Rise and Potential of Large Language Model Based Agents: A Survey. CoRR abs/2309.07864 (2023) - [i140]Qiushi Sun, Zhangyue Yin, Xiang Li, Zhiyong Wu, Xipeng Qiu, Lingpeng Kong:
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration. CoRR abs/2310.00280 (2023) - [i139]Qinyuan Cheng, Tianxiang Sun, Wenwei Zhang, Siyin Wang, Xiangyang Liu, Mozhi Zhang, Junliang He, Mianqiu Huang, Zhangyue Yin, Kai Chen, Xipeng Qiu:
Evaluating Hallucinations in Chinese Large Language Models. CoRR abs/2310.03368 (2023) - [i138]Xiaoran Liu, Hang Yan, Shuo Zhang, Chenxin An, Xipeng Qiu, Dahua Lin:
Scaling Laws of RoPE-based Extrapolation. CoRR abs/2310.05209 (2023) - [i137]Linyang Li, Ke Ren, Yunfan Shao, Pengyu Wang, Xipeng Qiu:
PerturbScore: Connecting Discrete and Continuous Perturbations in NLP. CoRR abs/2310.08889 (2023) - [i136]Pengyu Wang, Linyang Li, Ke Ren, Botian Jiang, Dong Zhang, Xipeng Qiu:
SeqXGPT: Sentence-Level AI-Generated Text Detection. CoRR abs/2310.08903 (2023) - [i135]Yuxin Wang, Xiannian Hu, Quan Gan, Xuanjing Huang, Xipeng Qiu, David Wipf:
Efficient Link Prediction via GNN Layers Induced by Negative Sampling. CoRR abs/2310.09516 (2023) - [i134]Yunfan Shao, Linyang Li, Junqi Dai, Xipeng Qiu:
Character-LLM: A Trainable Agent for Role-Playing. CoRR abs/2310.10158 (2023) - [i133]Kai Lv, Hang Yan, Qipeng Guo, Haijun Lv, Xipeng Qiu:
AdaLomo: Low-memory Optimization with Adaptive Learning Rate. CoRR abs/2310.10195 (2023) - [i132]Linyang Li, Botian Jiang, Pengyu Wang, Ke Ren, Hang Yan, Xipeng Qiu:
Watermarking LLMs with Weight Quantization. CoRR abs/2310.11237 (2023) - [i131]Tengxiao Liu, Qipeng Guo, Yuqing Yang, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang:
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts. CoRR abs/2310.14628 (2023) - [i130]Kexin Huang, Xiangyang Liu, Qianyu Guo, Tianxiang Sun, Jiawei Sun, Yaru Wang, Zeyang Zhou, Yixu Wang, Yan Teng, Xipeng Qiu, Yingchun Wang, Dahua Lin:
Flames: Benchmarking Value Alignment of Chinese Large Language Models. CoRR abs/2311.06899 (2023) - [i129]Xiaonan Li, Changtai Zhu, Linyang Li, Zhangyue Yin, Tianxiang Sun, Xipeng Qiu:
LLatrieval: LLM-Verified Retrieval for Verifiable Generation. CoRR abs/2311.07838 (2023) - [i128]Kai Lv, Shuo Zhang, Tianle Gu, Shuhao Xing, Jiawei Hong, Keyu Chen, Xiaoran Liu, Yuqing Yang, Honglin Guo, Tengxiao Liu, Yu Sun, Qipeng Guo, Hang Yan, Xipeng Qiu:
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way. CoRR abs/2312.00407 (2023) - [i127]Zhangyue Yin, Qiushi Sun, Cheng Chang, Qipeng Guo, Junqi Dai, Xuanjing Huang, Xipeng Qiu:
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication. CoRR abs/2312.01823 (2023) - [i126]Yuqing Yang, Ethan Chern, Xipeng Qiu, Graham Neubig, Pengfei Liu:
Alignment for Honesty. CoRR abs/2312.07000 (2023) - [i125]Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li:
A Survey of Reasoning with Foundation Models. CoRR abs/2312.11562 (2023) - 2022
- [j16]Tianyang Lin, Yuxin Wang, Xiangyang Liu, Xipeng Qiu:
A survey of transformers. AI Open 3: 111-132 (2022) - [j15]Tianxiang Sun, Xiangyang Liu, Xipeng Qiu, Xuanjing Huang:
Paradigm Shift in Natural Language Processing. Int. J. Autom. Comput. 19(3): 169-183 (2022) - [c142]Shimin Li, Hang Yan, Xipeng Qiu:
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer. AAAI 2022: 11002-11010 - [c141]Yong Dai, Linyang Li, Cong Zhou, Zhangyin Feng, Enbo Zhao, Xipeng Qiu, Piji Li, Duyu Tang:
"Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction. ACL (Findings) 2022: 1-8 - [c140]Tianxiang Sun, Xiangyang Liu, Wei Zhu, Zhichao Geng, Lingling Wu, Yilong He, Yuan Ni, Guotong Xie, Xuanjing Huang, Xipeng Qiu:
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation. ACL (Findings) 2022: 2409-2421 - [c139]Yunhua Zhou, Peiju Liu, Xipeng Qiu:
KNN-Contrastive Learning for Out-of-Domain Intent Classification. ACL (1) 2022: 5129-5141 - [c138]Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu:
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding. COLING 2022: 4952-4964 - [c137]Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xuanjing Huang, Xipeng Qiu:
CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization. COLING 2022: 5783-5793 - [c136]Zhichao Geng, Ming Zhong, Zhangyue Yin, Xipeng Qiu, Xuanjing Huang:
Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning. COLING 2022: 6540-6546 - [c135]Xiaonan Li, Daya Guo, Yeyun Gong, Yun Lin, Yelong Shen, Xipeng Qiu, Daxin Jiang, Weizhu Chen, Nan Duan:
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation. EMNLP (Findings) 2022: 118-129 - [c134]Xiangkun Hu, Junqi Dai, Hang Yan, Yi Zhang, Qipeng Guo, Xipeng Qiu, Zheng Zhang:
Dialogue Meaning Representation for Task-Oriented Dialogue Systems. EMNLP (Findings) 2022: 223-237 - [c133]Qinyuan Cheng, Linyang Li, Guofeng Quan, Feng Gao, Xiaofeng Mou, Xipeng Qiu:
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator. EMNLP (Findings) 2022: 1248-1259 - [c132]Xiangyang Liu, Tianxiang Sun, Xuanjing Huang, Xipeng Qiu:
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts. EMNLP (Findings) 2022: 1325-1338 - [c131]Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan:
CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search. EMNLP 2022: 2898-2910 - [c130]Qipeng Guo, Yuqing Yang, Hang Yan, Xipeng Qiu, Zheng Zhang:
DORE: Document Ordered Relation Extraction based on Generative Framework. EMNLP (Findings) 2022: 3463-3474 - [c129]Tianxiang Sun, Junliang He, Xipeng Qiu, Xuanjing Huang:
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation. EMNLP 2022: 3726-3739 - [c128]Tianxiang Sun, Zhengfu He, Hong Qian, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu:
BBTv2: Towards a Gradient-Free Future with Large Language Models. EMNLP 2022: 3916-3930 - [c127]Tengxiao Liu, Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang:
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees. EMNLP 2022: 7177-7189 - [c126]Tianxiang Sun, Yunfan Shao, Hong Qian, Xuanjing Huang, Xipeng Qiu:
Black-Box Tuning for Language-Model-as-a-Service. ICML 2022: 20841-20855 - [c125]Yuxin Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu:
What Dense Graph Do You Need for Self-Attention? ICML 2022: 22752-22768 - [c124]Xiangyang Liu, Tianxiang Sun, Junliang He, Jiawen Wu, Lingling Wu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu:
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline. NAACL-HLT 2022: 3288-3303 - [c123]Chenxin An, Jiangtao Feng, Kai Lv, Lingpeng Kong, Xipeng Qiu, Xuanjing Huang:
CoNT: Contrastive Neural Text Generation. NeurIPS 2022 - [c122]Hang Yan, Yu Sun, Junqi Dai, Xiangkun Hu, Qipeng Guo, Xipeng Qiu, Xuanjing Huang:
BART-Reader: Predicting Relations Between Entities via Reading Their Document-Level Context Information. NLPCC (1) 2022: 159-171 - [e1]Maosong Sun, Yang Liu, Wanxiang Che, Yang Feng, Xipeng Qiu, Gaoqi Rao, Yubo Chen:
Chinese Computational Linguistics - 21st China National Conference, CCL 2022, Nanchang, China, October 14-16, 2022, Proceedings. Lecture Notes in Computer Science 13603, Springer 2022, ISBN 978-3-031-18314-0 [contents] - [i124]Tianxiang Sun, Yunfan Shao, Hong Qian, Xuanjing Huang, Xipeng Qiu:
Black-Box Tuning for Language-Model-as-a-Service. CoRR abs/2201.03514 (2022) - [i123]Xiangkun Hu, Hang Yan, Qipeng Guo, Xipeng Qiu, Weinan Zhang, Zheng Zhang:
Towards Collaborative Question Answering: A Preliminary Study. CoRR abs/2201.09708 (2022) - [i122]Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan:
CodeRetriever: Unimodal and Bimodal Contrastive Learning. CoRR abs/2201.10866 (2022) - [i121]Zhichao Geng, Hang Yan, Zhangyue Yin, Chenxin An, Xipeng Qiu:
TURNER: The Uncertainty-based Retrieval Framework for Chinese NER. CoRR abs/2202.09022 (2022) - [i120]Yitao Liu, Chenxin An, Xipeng Qiu:
Y-Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning. CoRR abs/2202.09817 (2022) - [i119]Yong Dai, Linyang Li, Cong Zhou, Zhangyin Feng, Enbo Zhao, Xipeng Qiu, Piji Li, Duyu Tang:
"Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction. CoRR abs/2203.00286 (2022) - [i118]Tianxiang Sun, Xiangyang Liu, Wei Zhu, Zhichao Geng, Lingling Wu, Yilong He, Yuan Ni, Guotong Xie, Xuanjing Huang, Xipeng Qiu:
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation. CoRR abs/2203.01670 (2022) - [i117]Linyang Li, Yong Dai, Duyu Tang, Zhangyin Feng, Cong Zhou, Xipeng Qiu, Zenglin Xu, Shuming Shi:
MarkBERT: Marking Word Boundaries Improves Chinese BERT. CoRR abs/2203.06378 (2022) - [i116]Linyang Li, Demin Song, Jiehang Zeng, Ruotian Ma, Xipeng Qiu:
Rebuild and Ensemble: Exploring Defense Against Text Adversaries. CoRR abs/2203.14207 (2022) - [i115]Xiangkun Hu, Junqi Dai, Hang Yan, Yi Zhang, Qipeng Guo, Xipeng Qiu, Zheng Zhang:
Dialogue Meaning Representation for Task-Oriented Dialogue Systems. CoRR abs/2204.10989 (2022) - [i114]Tianxiang Sun, Zhengfu He, Hong Qian, Xuanjing Huang, Xipeng Qiu:
BBTv2: Pure Black-Box Optimization Can Be Comparable to Gradient Descent for Few-Shot Learning. CoRR abs/2205.11200 (2022) - [i113]Yuxing Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu:
What Dense Graph Do You Need for Self-Attention? CoRR abs/2205.14014 (2022) - [i112]Chenxin An, Jiangtao Feng, Kai Lv, Lingpeng Kong, Xipeng Qiu, Xuanjing Huang:
CoNT: Contrastive Neural Text Generation. CoRR abs/2205.14690 (2022) - [i111]Hang Yan, Yu Sun, Xiaonan Li, Xipeng Qiu:
An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition. CoRR abs/2208.04534 (2022) - [i110]Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu:
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding. CoRR abs/2208.09129 (2022) - [i109]Zhigang Kan, Linhui Feng, Zhangyue Yin, Linbo Qiao, Xipeng Qiu, Dongsheng Li:
A Unified Generative Framework based on Prompt Learning for Various Information Extraction Tasks. CoRR abs/2209.11570 (2022) - [i108]Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xuanjing Huang, Xipeng Qiu:
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization. CoRR abs/2209.14569 (2022) - [i107]Yunhua Zhou, Peiju Liu, Yuxin Wang, Xipeng Qiu:
An Open-World Lottery Ticket for Out-of-Domain Intent Classification. CoRR abs/2210.07071 (2022) - [i106]Tianxiang Sun, Zhengfu He, Qin Zhu, Xipeng Qiu, Xuanjing Huang:
Multi-Task Pre-Training of Modular Prompt for Few-Shot Learning. CoRR abs/2210.07565 (2022) - [i105]Tianxiang Sun, Junliang He, Xipeng Qiu, Xuanjing Huang:
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation. CoRR abs/2210.07626 (2022) - [i104]Xiaonan Li, Daya Guo, Yeyun Gong, Yun Lin, Yelong Shen, Xipeng Qiu, Daxin Jiang, Weizhu Chen, Nan Duan:
Soft-Labeled Contrastive Pre-training for Function-level Code Representation. CoRR abs/2210.09597 (2022) - [i103]Xiangyang Liu, Tianxiang Sun, Xuanjing Huang, Xipeng Qiu:
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts. CoRR abs/2210.11292 (2022) - [i102]Yunhua Zhou, Peiju Liu, Yuxin Wang, Xipeng Qiu:
Discovering New Intents Using Latent Variables. CoRR abs/2210.11804 (2022) - [i101]Qinyuan Cheng, Linyang Li, Guofeng Quan, Feng Gao, Xiaofeng Mou, Xipeng Qiu:
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator. CoRR abs/2210.14529 (2022) - [i100]Qipeng Guo, Yuqing Yang, Hang Yan, Xipeng Qiu, Zheng Zhang:
DORE: Document Ordered Relation Extraction based on Generative Framework. CoRR abs/2210.16064 (2022) - [i99]Tengxiao Liu, Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang:
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees. CoRR abs/2210.17095 (2022) - [i98]Xiaotian Zhang, Hang Yan, Sun Yu, Xipeng Qiu:
SDCL: Self-Distillation Contrastive Learning for Chinese Spell Checking. CoRR abs/2210.17168 (2022) - [i97]Chu-Tak Lee, Qipeng Guo, Xipeng Qiu:
Word-Level Representation From Bytes For Language Modeling. CoRR abs/2211.12677 (2022) - [i96]Zhengfu He, Tianxiang Sun, Kuanning Wang, Xuanjing Huang, Xipeng Qiu:
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models. CoRR abs/2211.15029 (2022) - [i95]Xiaotian Zhang, Yanjun Zheng, Hang Yan, Xipeng Qiu:
Investigating Glyph Phonetic Information for Chinese Spell Checking: What Works and What's Next. CoRR abs/2212.04068 (2022) - [i94]Shimin Li, Qinyuan Cheng, Linyang Li, Xipeng Qiu:
Mitigating Negative Style Transfer in Hybrid Dialogue System. CoRR abs/2212.07183 (2022) - [i93]Zhangyue Yin, Yuxin Wang, Yiguang Wu, Hang Yan, Xiannian Hu, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Xipeng Qiu:
Rethinking Label Smoothing on Multi-hop Question Answering. CoRR abs/2212.09512 (2022) - 2021
- [j14]Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Yuan Yao, Ao Zhang, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu:
Pre-trained models: Past, present and future. AI Open 2: 225-250 (2021) - [j13]Qipeng Guo, Xipeng Qiu, Xiangyang Xue, Zheng Zhang:
Syntax-guided text generation via graph neural network. Sci. China Inf. Sci. 64(5) (2021) - [j12]Jingjing Gong, Hang Yan, Yining Zheng, Qipeng Guo, Xipeng Qiu, Xuanjing Huang:
Text information aggregation with centrality attention. Sci. China Inf. Sci. 64(12) (2021) - [j11]Xiaochuan Zhang, Xipeng Qiu, Jianmin Pang, Fudong Liu, Xingwei Li:
Dual-axial self-attention network for text classification. Sci. China Inf. Sci. 64(12) (2021) - [j10]Renfeng Ma, Xipeng Qiu, Qi Zhang, Xiangkun Hu, Yu-Gang Jiang, Xuanjing Huang:
Co-Attention Memory Network for Multimodal Microblog's Hashtag Recommendation. IEEE Trans. Knowl. Data Eng. 33(2): 388-400 (2021) - [c121]Linyang Li, Xipeng Qiu:
Token-Aware Virtual Adversarial Training in Natural Language Understanding. AAAI 2021: 8410-8418 - [c120]Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
Enhancing Scientific Papers Summarization with Citation Graph. AAAI 2021: 12498-12506 - [c119]Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li:
Finding Sparse Structures for Domain Specific Neural Machine Translation. AAAI 2021: 13333-13342 - [c118]Zhichao Geng, Hang Yan, Xipeng Qiu, Xuanjing Huang:
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP. ACL (demo) 2021: 99-106 - [c117]Xiaonan Li, Yunfan Shao, Tianxiang Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Accelerating BERT Inference for Sequence Labeling via Early-Exit. ACL/IJCNLP (1) 2021: 189-199 - [c116]Xiao Wang, Qin Liu, Tao Gui, Qi Zhang, Yicheng Zou, Xin Zhou, Jiacheng Ye, Yongxin Zhang, Rui Zheng, Zexiong Pang, Qinzhuo Wu, Zhengyan Li, Chong Zhang, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Shan Qin, Bolin Zhu, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang:
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. ACL (demo) 2021: 347-355 - [c115]Hang Yan, Junqi Dai, Tuo Ji, Xipeng Qiu, Zheng Zhang:
A Unified Generative Framework for Aspect-based Sentiment Analysis. ACL/IJCNLP (1) 2021: 2416-2429 - [c114]Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu, Lei Li:
Contrastive Aligned Joint Learning for Multilingual Summarization. ACL/IJCNLP (Findings) 2021: 2739-2750 - [c113]Hang Yan, Tao Gui, Junqi Dai, Qipeng Guo, Zheng Zhang, Xipeng Qiu:
A Unified Generative Framework for Various NER Subtasks. ACL/IJCNLP (1) 2021: 5808-5822 - [c112]Qipeng Guo, Zhijing Jin, Ziyu Wang, Xipeng Qiu, Weinan Zhang, Jun Zhu, Zheng Zhang, David Wipf:
Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings. AISTATS 2021: 1828-1836 - [c111]Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu, Qi Zhang:
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning. EMNLP (Findings) 2021: 497-507 - [c110]Yiran Chen, Pengfei Liu, Xipeng Qiu:
Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization. EMNLP (Findings) 2021: 2082-2095 - [c109]Linyang Li, Demin Song, Xiaonan Li, Jiehang Zeng, Ruotian Ma, Xipeng Qiu:
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning. EMNLP (1) 2021: 3023-3032 - [c108]Tuo Ji, Hang Yan, Xipeng Qiu:
SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check. EMNLP (1) 2021: 3544-3551 - [c107]Junqi Dai, Hang Yan, Tianxiang Sun, Pengfei Liu, Xipeng Qiu:
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa. NAACL-HLT 2021: 1816-1829 - [c106]Zhen Ke, Liang Shi, Songtao Sun, Erli Meng, Bin Wang, Xipeng Qiu:
Pre-training with Meta Learning for Chinese Word Segmentation. NAACL-HLT 2021: 5514-5523 - [c105]Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev:
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. NAACL-HLT 2021: 5905-5921 - [c104]Yige Xu, Yichao Luo, Yicheng Zhou, Zhengyan Li, Qi Zhang, Xipeng Qiu, Xuanjing Huang:
Searching Effective Transformer for Seq2Seq Keyphrase Generation. NLPCC (2) 2021: 86-97 - [i92]Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xinwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang:
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. CoRR abs/2103.11441 (2021) - [i91]Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
Enhancing Scientific Papers Summarization with Citation Graph. CoRR abs/2104.03057 (2021) - [i90]Junqi Dai, Hang Yan, Tianxiang Sun, Pengfei Liu, Xipeng Qiu:
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa. CoRR abs/2104.04986 (2021) - [i89]Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev:
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. CoRR abs/2104.05938 (2021) - [i88]Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu, Qi Zhang:
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning. CoRR abs/2104.08799 (2021) - [i87]Tianxiang Sun, Yunhua Zhou, Xiangyang Liu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu:
Early Exiting with Ensemble Internal Classifiers. CoRR abs/2105.13792 (2021) - [i86]Xiaonan Li, Yunfan Shao, Tianxiang Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Accelerating BERT Inference for Sequence Labeling via Early-Exit. CoRR abs/2105.13878 (2021) - [i85]Hang Yan, Tao Gui, Junqi Dai, Qipeng Guo, Zheng Zhang, Xipeng Qiu:
A Unified Generative Framework for Various NER Subtasks. CoRR abs/2106.01223 (2021) - [i84]Hang Yan, Junqi Dai, Tuo Ji, Xipeng Qiu, Zheng Zhang:
A Unified Generative Framework for Aspect-Based Sentiment Analysis. CoRR abs/2106.04300 (2021) - [i83]Tianyang Lin, Yuxin Wang, Xiangyang Liu, Xipeng Qiu:
A Survey of Transformers. CoRR abs/2106.04554 (2021) - [i82]Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu:
Pre-Trained Models: Past, Present and Future. CoRR abs/2106.07139 (2021) - [i81]Linyang Li, Demin Song, Xiaonan Li, Jiehang Zeng, Ruotian Ma, Xipeng Qiu:
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning. CoRR abs/2108.13888 (2021) - [i80]Yitao Liu, Tianxiang Sun, Xipeng Qiu, Xuanjing Huang:
Learning to Teach with Student Feedback. CoRR abs/2109.04641 (2021) - [i79]Yunfan Shao, Zhichao Geng, Yitao Liu, Junqi Dai, Fei Yang, Li Zhe, Hujun Bao, Xipeng Qiu:
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation. CoRR abs/2109.05729 (2021) - [i78]Chenxin An, Ming Zhong, Zhichao Geng, Jianqiang Yang, Xipeng Qiu:
RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization. CoRR abs/2109.07943 (2021) - [i77]Tianxiang Sun, Xiangyang Liu, Xipeng Qiu, Xuanjing Huang:
Paradigm Shift in Natural Language Processing. CoRR abs/2109.12575 (2021) - [i76]Linyang Li, Demin Song, Ruotian Ma, Xipeng Qiu, Xuanjing Huang:
KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier. CoRR abs/2110.02523 (2021) - [i75]Xiangyang Liu, Tianxiang Sun, Junliang He, Lingling Wu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu:
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline. CoRR abs/2110.07038 (2021) - [i74]Hao Jiang, Ke Zhan, Jianwei Qu, Yongkang Wu, Zhaoye Fei, Xinyu Zhang, Lei Chen, Zhicheng Dou, Xipeng Qiu, Zikai Guo, Ruofei Lai, Jiawen Wu, Enrui Hu, Yinxia Zhang, Yantao Jia, Fan Yu, Zhao Cao:
Towards More Effective and Economic Sparsely-Activated Model. CoRR abs/2110.07431 (2021) - [i73]Shimin Li, Hang Yan, Xipeng Qiu:
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer. CoRR abs/2112.11202 (2021) - 2020
- [j9]Nuo Qun, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Chinese Word Segmentation via BiLSTM+Semi-CRF with Relay Node. J. Comput. Sci. Technol. 35(5): 1115-1126 (2020) - [j8]Hang Yan, Xipeng Qiu, Xuanjing Huang:
A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing. Trans. Assoc. Comput. Linguistics 8: 78-92 (2020) - [c103]Qipeng Guo, Xipeng Qiu, Pengfei Liu, Xiangyang Xue, Zheng Zhang:
Multi-Scale Self-Attention for Text Classification. AAAI 2020: 7847-7854 - [c102]Kaiqiang Song, Logan Lebanoff, Qipeng Guo, Xipeng Qiu, Xiangyang Xue, Chen Li, Dong Yu, Fei Liu:
Joint Parsing and Generation for Abstractive Summarization. AAAI 2020: 8894-8901 - [c101]Tianxiang Sun, Yunfan Shao, Xiaonan Li, Pengfei Liu, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Learning Sparse Sharing Architectures for Multiple Tasks. AAAI 2020: 8936-8943 - [c100]Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
Extractive Summarization as Text Matching. ACL 2020: 6197-6208 - [c99]Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang:
Heterogeneous Graph Neural Networks for Extractive Document Summarization. ACL 2020: 6209-6219 - [c98]Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang:
FLAT: Chinese NER Using Flat-Lattice Transformer. ACL 2020: 6836-6842 - [c97]Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu:
Improving Image Captioning with Better Use of Caption. ACL 2020: 7454-7464 - [c96]Zhijing Jin, Qipeng Guo, Xipeng Qiu, Zheng Zhang:
GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation. COLING 2020: 2398-2409 - [c95]Tianxiang Sun, Yunfan Shao, Xipeng Qiu, Qipeng Guo, Yaru Hu, Xuanjing Huang, Zheng Zhang:
CoLAKE: Contextualized Language and Knowledge Embedding. COLING 2020: 3660-3670 - [c94]Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li:
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. EMNLP (1) 2020: 2649-2663 - [c93]Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang:
A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder. EMNLP (Findings) 2020: 2887-2897 - [c92]Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. EMNLP (Findings) 2020: 3679-3691 - [c91]Hang Yan, Xiaonan Li, Xipeng Qiu, Bocao Deng:
BERT for Monolingual and Cross-Lingual Reverse Dictionary. EMNLP (Findings) 2020: 4329-4338 - [c90]Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu:
BERT-ATTACK: Adversarial Attack Against BERT Using BERT. EMNLP (1) 2020: 6193-6202 - [i72]Yige Xu, Xipeng Qiu, Ligao Zhou, Xuanjing Huang:
Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation. CoRR abs/2002.10345 (2020) - [i71]Xipeng Qiu, Tianxiang Sun, Yige Xu, Yunfan Shao, Ning Dai, Xuanjing Huang:
Pre-trained Models for Natural Language Processing: A Survey. CoRR abs/2003.08271 (2020) - [i70]Zhen Ke, Liang Shi, Erli Meng, Bin Wang, Xipeng Qiu, Xuanjing Huang:
Unified Multi-Criteria Chinese Word Segmentation with BERT. CoRR abs/2004.05808 (2020) - [i69]Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
Extractive Summarization as Text Matching. CoRR abs/2004.08795 (2020) - [i68]Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu:
BERT-ATTACK: Adversarial Attack Against BERT Using BERT. CoRR abs/2004.09984 (2020) - [i67]Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang:
FLAT: Chinese NER Using Flat-Lattice Transformer. CoRR abs/2004.11795 (2020) - [i66]Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang:
Heterogeneous Graph Neural Networks for Extractive Document Summarization. CoRR abs/2004.12393 (2020) - [i65]Linyang Li, Xipeng Qiu:
TextAT: Adversarial Training for Natural Language Understanding with Token-Level Perturbation. CoRR abs/2004.14543 (2020) - [i64]Zhijing Jin, Yongyi Yang, Xipeng Qiu, Zheng Zhang:
Relation of the Relations: A New Paradigm of the Relation Extraction Problem. CoRR abs/2006.03719 (2020) - [i63]Qipeng Guo, Zhijing Jin, Xipeng Qiu, Weinan Zhang, David Wipf, Zheng Zhang:
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training. CoRR abs/2006.04702 (2020) - [i62]Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu:
Improving Image Captioning with Better Use of Captions. CoRR abs/2006.11807 (2020) - [i61]Zhichao Geng, Hang Yan, Xipeng Qiu, Xuanjing Huang:
fastHan: A BERT-based Joint Many-Task Toolkit for Chinese NLP. CoRR abs/2009.08633 (2020) - [i60]Wei Zhu, Xipeng Qiu, Yuan Ni, Guotong Xie:
AutoRC: Improving BERT Based Relation Classification Models via Architecture Search. CoRR abs/2009.10680 (2020) - [i59]Hang Yan, Xiaonan Li, Xipeng Qiu:
BERT for Monolingual and Cross-Lingual Reverse Dictionary. CoRR abs/2009.14790 (2020) - [i58]Tianxiang Sun, Yunfan Shao, Xipeng Qiu, Qipeng Guo, Yaru Hu, Xuanjing Huang, Zheng Zhang:
CoLAKE: Contextualized Language and Knowledge Embedding. CoRR abs/2010.00309 (2020) - [i57]Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li:
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. CoRR abs/2010.03142 (2020) - [i56]Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. CoRR abs/2010.05139 (2020) - [i55]Zhen Ke, Liang Shi, Erli Meng, Bin Wang, Xipeng Qiu:
Pre-trained Model for Chinese Word Segmentation with Meta Learning. CoRR abs/2010.12272 (2020) - [i54]Jingjing Gong, Hang Yan, Yining Zheng, Xipeng Qiu, Xuanjing Huang:
Text Information Aggregation with Centrality Attention. CoRR abs/2011.07916 (2020) - [i53]Qipeng Guo, Zhijing Jin, Ziyu Wang, Xipeng Qiu, Weinan Zhang, Jun Zhu, Zheng Zhang, David Wipf:
Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings. CoRR abs/2012.07412 (2020) - [i52]Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li:
Finding Sparse Structure for Domain Specific Neural Machine Translation. CoRR abs/2012.10586 (2020) - [i51]Linyang Li, Yunfan Shao, Demin Song, Xipeng Qiu, Xuanjing Huang:
Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces. CoRR abs/2012.14769 (2020)
2010 – 2019
- 2019
- [j7]Jinlan Fu, Qi Zhang, Jifan Chen, Minlong Peng, Tao Gui, Xipeng Qiu, Xuanjing Huang:
Implicit discourse relation detection using concatenated word embeddings and a gated relevance network. Sci. China Inf. Sci. 62(11): 219102:1-219102:3 (2019) - [j6]Qipeng Guo, Xipeng Qiu, Xiangyang Xue, Zheng Zhang:
Low-Rank and Locality Constrained Self-Attention for Sequence Modeling. IEEE ACM Trans. Audio Speech Lang. Process. 27(12): 2213-2222 (2019) - [j5]Lujun Zhao, Xipeng Qiu, Qi Zhang, Xuanjing Huang:
Sequence Labeling With Deep Gated Dual Path CNN. IEEE ACM Trans. Audio Speech Lang. Process. 27(12): 2326-2335 (2019) - [c89]Pengfei Liu, Jie Fu, Yue Dong, Xipeng Qiu, Jackie Chi Kit Cheung:
Learning Multi-Task Communication with Message Passing for Sequence Learning. AAAI 2019: 4360-4367 - [c88]Jingjing Gong, Xinchi Chen, Tao Gui, Xipeng Qiu:
Switch-LSTMs for Multi-Criteria Chinese Word Segmentation. AAAI 2019: 6457-6464 - [c87]Ming Zhong, Pengfei Liu, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
Searching for Effective Neural Extractive Summarization: What Works and What's Next. ACL (1) 2019: 1049-1058 - [c86]Ning Dai, Jianze Liang, Xipeng Qiu, Xuanjing Huang:
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation. ACL (1) 2019: 5997-6007 - [c85]Chi Sun, Xipeng Qiu, Yige Xu, Xuanjing Huang:
How to Fine-Tune BERT for Text Classification? CCL 2019: 194-206 - [c84]Luyao Huang, Chi Sun, Xipeng Qiu, Xuanjing Huang:
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge. EMNLP/IJCNLP (1) 2019: 3507-3512 - [c83]Chi Sun, Luyao Huang, Xipeng Qiu:
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence. NAACL-HLT (1) 2019: 380-385 - [c82]Qipeng Guo, Xipeng Qiu, Pengfei Liu, Yunfan Shao, Xiangyang Xue, Zheng Zhang:
Star-Transformer. NAACL-HLT (1) 2019: 1315-1325 - [c81]Chi Sun, Xipeng Qiu, Xuanjing Huang:
VCWE: Visual Character-Enhanced Word Embeddings. NAACL-HLT (1) 2019: 2710-2719 - [i50]Chi Sun, Xipeng Qiu, Xuanjing Huang:
VCWE: Visual Character-Enhanced Word Embeddings. CoRR abs/1902.08795 (2019) - [i49]Qipeng Guo, Xipeng Qiu, Pengfei Liu, Yunfan Shao, Xiangyang Xue, Zheng Zhang:
Star-Transformer. CoRR abs/1902.09113 (2019) - [i48]Chi Sun, Luyao Huang, Xipeng Qiu:
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence. CoRR abs/1903.09588 (2019) - [i47]Hang Yan, Xipeng Qiu, Xuanjing Huang:
A Unified Model for Joint Chinese Word Segmentation and Dependency Parsing. CoRR abs/1904.04697 (2019) - [i46]Chi Sun, Xipeng Qiu, Yige Xu, Xuanjing Huang:
How to Fine-Tune BERT for Text Classification? CoRR abs/1905.05583 (2019) - [i45]Ning Dai, Jianze Liang, Xipeng Qiu, Xuanjing Huang:
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation. CoRR abs/1905.05621 (2019) - [i44]Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang:
Multi-Criteria Chinese Word Segmentation with Transformer. CoRR abs/1906.12035 (2019) - [i43]Ming Zhong, Pengfei Liu, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
Searching for Effective Neural Extractive Summarization: What Works and What's Next. CoRR abs/1907.03491 (2019) - [i42]Zehui Lin, Pengfei Liu, Luyao Huang, Junkun Chen, Xipeng Qiu, Xuanjing Huang:
DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks. CoRR abs/1907.11065 (2019) - [i41]Luyao Huang, Chi Sun, Xipeng Qiu, Xuanjing Huang:
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge. CoRR abs/1908.07245 (2019) - [i40]Danqing Wang, Pengfei Liu, Ming Zhong, Jie Fu, Xipeng Qiu, Xuanjing Huang:
Exploring Domain Shift in Extractive Text Summarization. CoRR abs/1908.11664 (2019) - [i39]Ming Zhong, Danqing Wang, Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
A Closer Look at Data Bias in Neural Extractive Summarization Models. CoRR abs/1909.13705 (2019) - [i38]Zihao Ye, Qipeng Guo, Quan Gan, Xipeng Qiu, Zheng Zhang:
BP-Transformer: Modelling Long-Range Context via Binary Partitioning. CoRR abs/1911.04070 (2019) - [i37]Hang Yan, Bocao Deng, Xiaonan Li, Xipeng Qiu:
TENER: Adapting Transformer Encoder for Named Entity Recognition. CoRR abs/1911.04474 (2019) - [i36]Tianxiang Sun, Yunfan Shao, Xiaonan Li, Pengfei Liu, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Learning Sparse Sharing Architectures for Multiple Tasks. CoRR abs/1911.05034 (2019) - [i35]Kaiqiang Song, Logan Lebanoff, Qipeng Guo, Xipeng Qiu, Xiangyang Xue, Chen Li, Dong Yu, Fei Liu:
Joint Parsing and Generation for Abstractive Summarization. CoRR abs/1911.10389 (2019) - [i34]Qipeng Guo, Xipeng Qiu, Pengfei Liu, Xiangyang Xue, Zheng Zhang:
Multi-Scale Self-Attention for Text Classification. CoRR abs/1912.00544 (2019) - 2018
- [c80]Junkun Chen, Xipeng Qiu, Pengfei Liu, Xuanjing Huang:
Meta Multi-Task Learning for Sequence Modeling. AAAI 2018: 5070-5077 - [c79]Jinyue Su, Jiacheng Xu, Xipeng Qiu, Xuanjing Huang:
Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method. AAAI 2018: 5496-5503 - [c78]Jingjing Gong, Xipeng Qiu, Shaojing Wang, Xuanjing Huang:
Information Aggregation via Dynamic Routing for Sequence Encoding. COLING 2018: 2742-2752 - [c77]Danlu Chen, Mengxiao Lin, Zhifeng Hu, Xipeng Qiu:
A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing. CoNLL Shared Task (2) 2018: 256-263 - [c76]Jingjing Gong, Xipeng Qiu, Xinchi Chen, Dong Liang, Xuanjing Huang:
Convolutional Interaction Network for Natural Language Inference. EMNLP 2018: 1576-1585 - [c75]Minghao Hu, Yuxing Peng, Zhen Huang, Xipeng Qiu, Furu Wei, Ming Zhou:
Reinforced Mnemonic Reader for Machine Reading Comprehension. IJCAI 2018: 4099-4106 - [c74]Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang:
Toward Diverse Text Generation with Inverse Reinforcement Learning. IJCAI 2018: 4361-4367 - [c73]Renjie Zheng, Junkun Chen, Xipeng Qiu:
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks. IJCAI 2018: 4616-4622 - [i33]Junkun Chen, Xipeng Qiu, Pengfei Liu, Xuanjing Huang:
Meta Multi-Task Learning for Sequence Modeling. CoRR abs/1802.08969 (2018) - [i32]Jinyue Su, Jiacheng Xu, Xipeng Qiu, Xuanjing Huang:
Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method. CoRR abs/1802.08970 (2018) - [i31]Renjie Zheng, Junkun Chen, Xipeng Qiu:
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks. CoRR abs/1804.08139 (2018) - [i30]Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang:
Towards Diverse Text Generation with Inverse Reinforcement Learning. CoRR abs/1804.11258 (2018) - [i29]Jingjing Gong, Xipeng Qiu, Shaojing Wang, Xuanjing Huang:
Information Aggregation via Dynamic Routing for Sequence Encoding. CoRR abs/1806.01501 (2018) - [i28]Qipeng Guo, Xipeng Qiu, Xiangyang Xue, Zheng Zhang:
Top-Down Tree Structured Text Generation. CoRR abs/1808.04865 (2018) - [i27]Chi Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Gaussian Word Embedding with a Wasserstein Distance Loss. CoRR abs/1808.07016 (2018) - [i26]Junkun Chen, Kaiyu Chen, Xinchi Chen, Xipeng Qiu, Xuanjing Huang:
Exploring Shared Structures and Hierarchies for Multiple NLP Tasks. CoRR abs/1808.07658 (2018) - [i25]Kaiyu Chen, Yihan Dong, Xipeng Qiu, Zitian Chen:
Neural Arithmetic Expression Calculator. CoRR abs/1809.08590 (2018) - [i24]Shuyang Cao, Xipeng Qiu, Xuanjing Huang:
Deformable Stacked Structure for Named Entity Recognition. CoRR abs/1809.08730 (2018) - [i23]Fu Sun, Linyang Li, Xipeng Qiu, Yang Liu:
U-Net: Machine Reading Comprehension with Unanswerable Questions. CoRR abs/1810.06638 (2018) - [i22]Pengfei Liu, Jie Fu, Yue Dong, Xipeng Qiu, Jackie Chi Kit Cheung:
Multi-task Learning over Graph Structures. CoRR abs/1811.10211 (2018) - [i21]Jingjing Gong, Xinchi Chen, Tao Gui, Xipeng Qiu:
Switch-LSTMs for Multi-Criteria Chinese Word Segmentation. CoRR abs/1812.08033 (2018) - 2017
- [c72]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Adversarial Multi-task Learning for Text Classification. ACL (1) 2017: 1-10 - [c71]Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang:
Adversarial Multi-Criteria Learning for Chinese Word Segmentation. ACL (1) 2017: 1193-1203 - [c70]Nuo Qun, Xing Li, Xipeng Qiu, Xuanjing Huang:
End-to-End Neural Text Classification for Tibetan. CCL 2017: 472-480 - [c69]Pengfei Liu, Kaiyu Qian, Xipeng Qiu, Xuanjing Huang:
Idiom-Aware Compositional Distributed Semantics. EMNLP 2017: 1204-1213 - [c68]Jiacheng Xu, Xipeng Qiu, Kan Chen, Xuanjing Huang:
Knowledge Graph Representation with Jointly Structural and Textual Encoding. IJCAI 2017: 1318-1324 - [c67]Xinchi Chen, Xipeng Qiu, Xuanjing Huang:
A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging. IJCAI 2017: 3960-3966 - [c66]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Dynamic Compositional Neural Networks over Tree Structure. IJCAI 2017: 4054-4060 - [c65]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Adaptive Semantic Compositionality for Sentence Modelling. IJCAI 2017: 4061-4067 - [c64]Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang:
Hyper-Gated Recurrent Neural Networks for Chinese Word Segmentation. NLPCC 2017: 443-455 - [c63]Xipeng Qiu, Jingjing Gong, Xuanjing Huang:
Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization. NLPCC 2017: 948-953 - [i20]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Adversarial Multi-task Learning for Text Classification. CoRR abs/1704.05742 (2017) - [i19]Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang:
Adversarial Multi-Criteria Learning for Chinese Word Segmentation. CoRR abs/1704.07556 (2017) - [i18]Minghao Hu, Yuxing Peng, Xipeng Qiu:
Mnemonic Reader for Machine Comprehension. CoRR abs/1705.02798 (2017) - [i17]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Dynamic Compositional Neural Networks over Tree Structure. CoRR abs/1705.04153 (2017) - [i16]Xipeng Qiu, Jingjing Gong, Xuanjing Huang:
Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization. CoRR abs/1706.02883 (2017) - [i15]Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang:
DAG-based Long Short-Term Memory for Neural Word Segmentation. CoRR abs/1707.00248 (2017) - 2016
- [c62]Jifan Chen, Qi Zhang, Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network. ACL (1) 2016 - [c61]Pengfei Liu, Xipeng Qiu, Jifan Chen, Xuanjing Huang:
Deep Fusion LSTMs for Text Semantic Matching. ACL (1) 2016 - [c60]Peng Qian, Xipeng Qiu, Xuanjing Huang:
Investigating Language Universal and Specific Properties in Word Embeddings. ACL (1) 2016 - [c59]Peng Qian, Xipeng Qiu, Xuanjing Huang:
A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation. ACL (1) 2016 - [c58]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Deep Multi-Task Learning with Shared Memory for Text Classification. EMNLP 2016: 118-127 - [c57]Peng Qian, Xipeng Qiu, Xuanjing Huang:
Analyzing Linguistic Knowledge in Sequential Model of Sentence. EMNLP 2016: 826-835 - [c56]Jiacheng Xu, Danlu Chen, Xipeng Qiu, Xuanjing Huang:
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification. EMNLP 2016: 1660-1669 - [c55]Pengfei Liu, Xipeng Qiu, Yaqian Zhou, Jifan Chen, Xuanjing Huang:
Modelling Interaction of Sentence Pair with Coupled-LSTMs. EMNLP 2016: 1703-1712 - [c54]Peng Qian, Xipeng Qiu, Xuanjing Huang:
Bridging LSTM Architecture and the Neural Dynamics during Reading. IJCAI 2016: 1953-1959 - [c53]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Recurrent Neural Network for Text Classification with Multi-Task Learning. IJCAI 2016: 2873-2879 - [c52]Jian Fu, Xipeng Qiu, Xuanjing Huang:
Convolutional Deep Neural Networks for Document-Based Question Answering. NLPCC/ICCPOL 2016: 790-797 - [c51]Xipeng Qiu, Peng Qian, Zhan Shi:
Overview of the NLPCC-ICCPOL 2016 Shared Task: Chinese Word Segmentation for Micro-Blog Texts. NLPCC/ICCPOL 2016: 901-906 - [i14]Peng Qian, Xipeng Qiu, Xuanjing Huang:
Bridging LSTM Architecture and the Neural Dynamics during Reading. CoRR abs/1604.06635 (2016) - [i13]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Recurrent Neural Network for Text Classification with Multi-Task Learning. CoRR abs/1605.05101 (2016) - [i12]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Modelling Interaction of Sentence Pair with coupled-LSTMs. CoRR abs/1605.05573 (2016) - [i11]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Syntax-based Attention Model for Natural Language Inference. CoRR abs/1607.06556 (2016) - [i10]Xinchi Chen, Xipeng Qiu, Xuanjing Huang:
Neural Sentence Ordering. CoRR abs/1607.06952 (2016) - [i9]Jifan Chen, Kan Chen, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Zheng Zhang:
Learning Word Embeddings from Intrinsic and Extrinsic Views. CoRR abs/1608.05852 (2016) - [i8]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Deep Multi-Task Learning with Shared Memory. CoRR abs/1609.07222 (2016) - [i7]Jiacheng Xu, Danlu Chen, Xipeng Qiu, Xuanjing Huang:
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification. CoRR abs/1610.04989 (2016) - [i6]Jingjing Gong, Xinchi Chen, Xipeng Qiu, Xuanjing Huang:
End-to-End Neural Sentence Ordering Using Pointer Network. CoRR abs/1611.04953 (2016) - [i5]Xinchi Chen, Xipeng Qiu, Xuanjing Huang:
A Long Dependency Aware Deep Architecture for Joint Chinese Word Segmentation and POS Tagging. CoRR abs/1611.05384 (2016) - [i4]Jiacheng Xu, Kan Chen, Xipeng Qiu, Xuanjing Huang:
Knowledge Graph Representation with Jointly Structural and Textual Encoding. CoRR abs/1611.08661 (2016) - 2015
- [c50]Chenxi Zhu, Xipeng Qiu, Xinchi Chen, Xuanjing Huang:
A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network. ACL (1) 2015: 1159-1168 - [c49]Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Xuanjing Huang:
Gated Recursive Neural Network for Chinese Word Segmentation. ACL (1) 2015: 1744-1753 - [c48]Shiyu Wu, Xipeng Qiu, Xuanjing Huang, Junkuo Cao:
Learning to Rank Answers for Definitional Question Answering. CCL 2015: 326-332 - [c47]Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Shiyu Wu, Xuanjing Huang:
Sentence Modeling with Gated Recursive Neural Network. EMNLP 2015: 793-798 - [c46]Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Pengfei Liu, Xuanjing Huang:
Long Short-Term Memory Neural Networks for Chinese Word Segmentation. EMNLP 2015: 1197-1206 - [c45]Xinchi Chen, Yaqian Zhou, Chenxi Zhu, Xipeng Qiu, Xuanjing Huang:
Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks. EMNLP 2015: 1879-1889 - [c44]Pengfei Liu, Xipeng Qiu, Xinchi Chen, Shiyu Wu, Xuanjing Huang:
Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents. EMNLP 2015: 2326-2335 - [c43]Pengfei Liu, Xipeng Qiu, Xuanjing Huang:
Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model. IJCAI 2015: 1284-1290 - [c42]Xipeng Qiu, Xuanjing Huang:
Convolutional Neural Tensor Network Architecture for Community-Based Question Answering. IJCAI 2015: 1305-1311 - [c41]Chenxi Zhu, Xipeng Qiu, Xuanjing Huang:
Transition-Based Dependency Parsing with Long Distance Collocations. NLPCC 2015: 12-24 - [c40]Xipeng Qiu, Peng Qian, Liusong Yin, Shiyu Wu, Xuanjing Huang:
Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts. NLPCC 2015: 541-549 - [i3]Chenxi Zhu, Xipeng Qiu, Xinchi Chen, Xuanjing Huang:
A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network. CoRR abs/1505.05667 (2015) - [i2]Xipeng Qiu, Peng Qian, Liusong Yin, Xuanjing Huang:
Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts. CoRR abs/1505.07599 (2015) - [i1]Xinchi Chen, Xipeng Qiu, Jingxiang Jiang, Xuanjing Huang:
Gaussian Mixture Embeddings for Multiple Word Prototypes. CoRR abs/1511.06246 (2015) - 2014
- [c39]Chenxi Zhu, Xipeng Qiu, Xuanjing Huang:
Improving Multi-pass Transition-Based Dependency Parsing Using Enhanced Shift Actions. CCL 2014: 13-22 - [c38]Chaochao Huang, Xipeng Qiu, Xuanjing Huang:
Text Classification with Document Embeddings. CCL 2014: 131-140 - [c37]Xipeng Qiu, Chaochao Huang, Xuanjing Huang:
Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information. COLING 2014: 1154-1164 - 2013
- [c36]Xipeng Qiu, Qi Zhang, Xuanjing Huang:
FudanNLP: A Toolkit for Chinese Natural Language Processing. ACL (Conference System Demonstrations) 2013: 49-54 - [c35]Xipeng Qiu, Le Tian, Xuanjing Huang:
Latent Semantic Tensor Indexing for Community-based Question Answering. ACL (2) 2013: 434-439 - [c34]Le Tian, Xipeng Qiu, Xuanjing Huang:
Chinese Word Segmentation with Character Abstraction. CCL 2013: 36-43 - [c33]Jiayi Zhao, Xipeng Qiu, Zhao Liu, Xuanjing Huang:
Online Distributed Passive-Aggressive Algorithm for Structured Learning. CCL 2013: 120-130 - [c32]Xipeng Qiu, Jiayi Zhao, Xuanjing Huang:
Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning. EMNLP 2013: 658-668 - [c31]Jiayi Zhao, Xipeng Qiu, Xuanjing Huang:
A Unified Model for Joint Chinese Word Segmentation and POS Tagging with Heterogeneous Annotation Corpora. IALP 2013: 227-230 - [c30]Le Tian, Xipeng Qiu, Xuanjing Huang:
Feature Abstraction for Lightweight and Accurate Chinese Word Segmentation. IALP 2013: 231-234 - [c29]Le Tian, Xipeng Qiu, Xuanjing Huang:
Question identification in Chinese micro-texts. ICMLC 2013: 1910-1915 - [c28]Zhuoye Ding, Xipeng Qiu, Qi Zhang, Xuanjing Huang:
Learning Topical Translation Model for Microblog Hashtag Suggestion. IJCAI 2013: 2078-2084 - 2012
- [j4]Xipeng Qiu, Ling Cao, Zhao Liu, Xuanjing Huang:
Recognizing Inference in Texts with Markov Logic Networks. ACM Trans. Asian Lang. Inf. Process. 11(4): 15:1-15:23 (2012) - [c27]Zhao Liu, Xipeng Qiu, Ling Cao, Xuanjing Huang:
Discovering logical knowledge for deep question answering. CIKM 2012: 1920-1924 - [c26]Xipeng Qiu, Feng Ji, Jiayi Zhao, Xuanjing Huang:
Joint Segmentation and Tagging with Coupled Sequences Labeling. COLING (Posters) 2012: 951-964 - [c25]Jiayi Zhao, Xipeng Qiu, Shu Zhang, Feng Ji, Xuanjing Huang:
Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features. EMNLP-CoNLL 2012: 1379-1388 - 2011
- [c24]Xipeng Qiu, Xuanjing Huang, Zhao Liu, Jinlong Zhou:
Hierarchical Text Classification with Latent Concepts. ACL (2) 2011: 598-602 - [c23]Wenjun Gao, Xipeng Qiu, Xuanjing Huang:
Labelwise Margin Maximization for Sequence Labeling. CICLing (1) 2011: 121-132 - [c22]Ling Cao, Xipeng Qiu, Xuanjing Huang:
Question Answering for Machine Reading with Lexical Chain. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c21]Jinlong Zhou, Xipeng Qiu, Xuanjing Huang:
A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy. IJCNLP 2011: 65-74 - [c20]Ling Cao, Xipeng Qiu, Xuanjing Huang:
FudanNLP at RITE 2011: a Shallow Semantic Approach to Textual Entailment. NTCIR 2011 - [c19]Xipeng Qiu, Jinlong Zhou, Xuanjing Huang:
An Effective Feature Selection Method for Text Categorization. PAKDD (1) 2011: 50-61 - 2010
- [c18]Wenjun Gao, Xipeng Qiu, Xuanjing Huang:
Adaptive Chinese Word Segmentation with Online Passive-Aggressive Algorithm. CIPS-SIGHAN 2010 - [c17]Zhao Liu, Xipeng Qiu, Xuanjing Huang:
Triplet-Based Chinese Word Sense Induction. CIPS-SIGHAN 2010 - [c16]Feng Ji, Xipeng Qiu, Xuanjing Huang:
Mining Uncertain Sentences with Multiple Instance Learning. ADMA (1) 2010: 521-528 - [c15]Feng Ji, Xipeng Qiu, Xuanjing Huang:
Detecting Hedge Cues and their Scopes with Average Perceptron. CoNLL Shared Task 2010: 32-39 - [c14]Bingqing Wang, Yaqian Zhou, Xipeng Qiu, Qi Zhang, Xuanjing Huang:
Bagging to find better expansion words. NLPKE 2010: 1-8
2000 – 2009
- 2009
- [j3]Xipeng Qiu, Lide Wu:
Info-margin maximization for feature extraction. Pattern Recognit. Lett. 30(16): 1516-1522 (2009) - [c13]Xipeng Qiu, Wenjun Gao, Xuanjing Huang:
Hierarchical Multi-Label Text Categorization with Global Margin Maximization. ACL/IJCNLP (2) 2009: 165-168 - [c12]Xipeng Qiu, Youdong Miao, Lide Wu:
Face recognition with info-margin maximization. ICME 2009: 1062-1065 - 2008
- [c11]Chaofeng Sha, Xipeng Qiu, Aoying Zhou:
KLNCC: A new nonlinear correlation clustering algorithm based on KL-divergence. CIT 2008: 125-130 - [c10]Qi Zhang, Xipeng Qiu, Xuanjing Huang, Lide Wu:
Domain Adaptation for Conditional Random Fields. AIRS 2008: 192-202 - [c9]Chao Shen, Xipeng Qiu, Xuanjing Huang, Lide Wu:
Answering Definition Question: Ranking for Top-k. ECAI 2008: 839-840 - [c8]Chaofeng Sha, Xipeng Qiu, Aoying Zhou:
Feature Selection Based on a New Dependency Measure. FSKD (1) 2008: 266-270 - 2007
- [j2]Xipeng Qiu, Lide Wu:
Two-dimensional nearest neighbor discriminant analysis. Neurocomputing 70(13-15): 2572-2575 (2007) - [c7]Xipeng Qiu, Bo Li, Chao Shen, Lide Wu, Xuanjing Huang, Yaqian Zhou:
FDUQA on TREC 2007 QA Track. TREC 2007 - 2006
- [j1]Xipeng Qiu, Lide Wu:
Nearest Neighbor Discriminant Analysis. Int. J. Pattern Recognit. Artif. Intell. 20(8): 1245-1260 (2006) - 2005
- [c6]Xipeng Qiu, Lide Wu:
Face Recognition by Stepwise Nonparametric Margin Maximum Criterion. ICCV 2005: 1567-1572 - [c5]Xipeng Qiu, Lide Wu:
Nonparametric maximum margin criterion for face recognition. ICIP (2) 2005: 918-921 - [c4]Xipeng Qiu, Lide Wu:
Null space-based LDA with weighted dual personal subspaces for face recognition. ICIP (2) 2005: 934-937 - [c3]Xipeng Qiu, Lide Wu:
Stepwise Nearest Neighbor Discriminant Analysis. IJCAI 2005: 829-834 - 2004
- [c2]Xipeng Qiu, Zhe Feng, Lide Wu:
Boosting image classification scheme. ICME 2004: 1271-1274 - 2003
- [c1]Lide Wu, Yuefei Guo, Xipeng Qiu, Zhe Feng, Jiawei Rong, Wanjun Jin, Danlan Zhou, Rongrong Wang, Ming Jin:
Fudan University at TRECVID 2003. TRECVID 2003
Coauthor Index
[c207] [c205] [c203] [c201] [c199] [c198] [c195] [c194] [c189] [c185] [c183] [c181] [i204] [i198] [i197] [i196] [i195] [i191] [i187] [i186] [i182] [i174] [i173] [i171] [i166] [i163] [c164] [c159] [c158] [c154] [c152] [c146] [i151] [i150] [i148] [i133] [i131] [i128] [i127] [c134] [c130] [c127] [c125] [c122] [i123] [i115] [i113] [i100] [i99] [i97] [j13] [j12] [c113] [c112] [i85] [c103] [c102] [c96] [c95] [c90] [i68] [i63] [i58] [i53] [j6] [c82] [i49] [i38] [i35] [i34] [i28]
[j22] [j20] [c207] [c206] [c201] [c195] [c188] [c186] [c183] [i210] [i204] [i203] [i201] [i182] [i180] [i178] [i177] [i176] [i175] [i174] [i171] [i166] [i165] [j18] [c168] [c167] [c164] [c160] [c157] [c156] [c155] [c146] [c144] [i157] [i151] [i149] [i146] [i141] [i135] [i127] [j15] [c140] [c137] [c136] [c132] [c129] [c128] [c126] [c125] [c124] [c123] [c122] [i124] [i118] [i114] [i113] [i112] [i108] [i106] [i105] [i103] [i96] [i93] [j12] [j10] [c120] [c118] [c117] [c116] [c104] [i92] [i91] [i87] [i86] [i80] [i77] [i76] [i75] [j9] [j8] [c101] [c100] [c99] [c98] [c95] [c93] [c92] [i72] [i71] [i70] [i69] [i67] [i66] [i61] [i58] [i56] [i54] [i51] [j7] [j5] [c87] [c86] [c85] [c84] [c81] [i50] [i47] [i46] [i45] [i44] [i43] [i42] [i41] [i40] [i39] [i36] [c80] [c79] [c78] [c76] [c74] [i33] [i32] [i30] [i29] [i27] [i26] [i24] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [i20] [i19] [i17] [i16] [i15] [c62] [c61] [c60] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c52] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [i3] [i2] [i1] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [j4] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c10] [c9] [c7]
[j22] [c200] [c197] [c187] [c185] [c182] [c177] [c175] [i209] [i208] [i205] [i202] [i199] [i198] [i193] [i179] [i174] [c174] [c172] [c162] [c161] [c153] [c151] [c148] [c147] [c143] [i161] [i160] [i152] [i137] [i136] [i134] [i132] [i129] [c141] [c133] [i119] [i117] [i116] [i101] [i94] [c121] [c109] [i81] [i76] [c90] [i68] [i65] [i51] [i23]
[j22] [c208] [c206] [c200] [c195] [c185] [c182] [c177] [c176] [c175] [i211] [i208] [i206] [i201] [i200] [i199] [i198] [i188] [i185] [i182] [i179] [i171] [c167] [c161] [c160] [c157] [i161] [i160] [i157] [i146] [i139] [i130] [i129] [j15] [c140] [c132] [c129] [c128] [c126] [c124] [i124] [i118] [i114] [i106] [i105] [i103] [i96] [c117] [c107] [i90] [i87] [i86] [i80] [i77] [i75] [c101] [c95] [i71] [i58] [i36]
[j24] [j22] [c205] [c201] [c200] [c199] [c198] [c197] [c189] [c185] [c182] [c180] [i210] [i205] [i204] [i203] [i202] [i199] [i198] [i197] [i196] [i195] [i194] [i193] [i191] [i188] [i179] [i174] [i173] [i172] [c173] [c171] [c168] [c166] [c157] [c155] [c154] [c151] [i159] [i157] [i155] [i146] [i144] [i138] [i133] [i132] [i128] [c142] [c134] [c130] [c122] [i123] [i121] [i115] [i111] [i100] [i98] [i95] [i93] [j12] [c118] [c117] [c115] [c113] [c108] [c107] [i90] [i86] [i85] [i84] [i73] [j9] [j8] [c101] [c98] [c93] [c91] [i67] [i61] [i59] [i54] [i47] [i44] [i37] [i36] [i27]
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