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EMNLP 2023: Singapore - System Demonstrations
- Yansong Feng, Els Lefever:
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023 - System Demonstrations, Singapore, December 6-10, 2023. Association for Computational Linguistics 2023 - Frontmatter.
- Jonas Golde, Patrick Haller, Felix Hamborg, Julian Risch, Alan Akbik:
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs. 1-11 - Christian Huber, Tu Anh Dinh, Carlos Mullov, Ngoc-Quan Pham, Thai Binh Nguyen, Fabian Retkowski, Stefan Constantin, Enes Yavuz Ugan, Danni Liu, Zhaolin Li, Sai Koneru, Jan Niehues, Alexander Waibel:
End-to-End Evaluation for Low-Latency Simultaneous Speech Translation. 12-20 - Jingwei Ni, Julia Anna Bingler, Chiara Colesanti Senni, Mathias Kraus, Glen Gostlow, Tobias Schimanski, Dominik Stammbach, Saeid Ashraf Vaghefi, Qian Wang, Nicolas Webersinke, Tobias Wekhof, Tingyu Yu, Markus Leippold:
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools. 21-51 - Yasuto Hoshi, Daisuke Miyashita, Youyang Ng, Kento Tatsuno, Yasuhiro Morioka, Osamu Torii, Jun Deguchi:
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models. 52-69 - Henrik Voigt, Nuno Carvalhais, Monique Meuschke, Markus Reichstein, Sina Zarrieß, Kai Lawonn:
VIST5: An Adaptive, Retrieval-Augmented Language Model for Visualization-oriented Dialog. 70-81 - Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Chun Ming Lee, Marcos V. Conde:
H2O Open Ecosystem for State-of-the-art Large Language Models. 82-89 - Thuy-Trang Vu, Xuanli He, Gholamreza Haffari, Ehsan Shareghi:
Koala: An Index for Quantifying Overlaps with Pre-training Corpora. 90-98 - Yongzhu Chang, Rongsheng Zhang, Lin Jiang, Qihang Chen, Le Zhang, Jiashu Pu:
Sudowoodo: A Chinese Lyric Imitation System with Source Lyrics. 99-105 - Qi Zhu, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Baolin Peng, Zheng Zhang, Shutong Feng, Michael Heck, Nurul Lubis, Dazhen Wan, Xiaochen Zhu, Jianfeng Gao, Milica Gasic, Minlie Huang:
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format. 106-123 - Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab F. Ilyas, Yunyao Li:
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge. 124-130 - Zeqiang Wang, Yile Wang, Jiageng Wu, Zhiyang Teng, Jie Yang:
YATO: Yet Another deep learning based Text analysis Open toolkit. 131-139 - Christopher Akiki, Odunayo Ogundepo, Aleksandra Piktus, Xinyu Zhang, Akintunde Oladipo, Jimmy Lin, Martin Potthast:
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face. 140-148 - Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulic, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer:
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. 149-160 - Chunxu Yang, Chien-Sheng Wu, Lidiya Murakhovs'ka, Philippe Laban, Xiang Chen:
INTELMO: Enhancing Models' Adoption of Interactive Interfaces. 161-166 - Zhilin Wang, Yu-Ying Chiu, Yu Cheung Chiu:
Humanoid Agents: Platform for Simulating Human-like Generative Agents. 167-176 - Qi Wu, Wen-Han Chao, Xian Zhou, Zhunchen Luo:
TP-Detector: Detecting Turning Points in the Engineering Process of Large-scale Projects. 177-185 - Yanyang Li, Jianqiao Zhao, Duo Zheng, Zi-Yuan Hu, Zhi Chen, Xiaohui Su, Yongfeng Huang, Shijia Huang, Dahua Lin, Michael R. Lyu, Liwei Wang:
CLEVA: Chinese Language Models EVAluation Platform. 186-217 - Christina Lohr, Udo Hahn:
DOPA METER - A Tool Suite for Metrical Document Profiling and Aggregation. 218-228 - Christoph Tillmann, Aashka Trivedi, Sara Rosenthal, Santosh Borse, Rong Zhang, Avirup Sil, Bishwaranjan Bhattacharjee:
Muted: Multilingual Targeted Offensive Speech Identification and Visualization. 229-236 - Binfeng Xu, Xukun Liu, Hua Shen, Zeyu Han, Yuhan Li, Murong Yue, Zhiyuan Peng, Yuchen Liu, Ziyu Yao, Dongkuan Xu:
Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs. 237-245 - Dingyao Yu, Kaitao Song, Peiling Lu, Tianyu He, Xu Tan, Wei Ye, Shikun Zhang, Jiang Bian:
MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models. 246-255 - Steinþór Steingrímsson, Hrafn Loftsson, Andy Way:
SentAlign: Accurate and Scalable Sentence Alignment. 256-263 - Liangming Pan, Xinyuan Lu, Min-Yen Kan, Preslav Nakov:
QACheck: A Demonstration System for Question-Guided Multi-Hop Fact-Checking. 264-273 - Yasaman Boreshban, Seyed Morteza Mirbostani, Seyedeh Fatemeh Ahmadi, Gita Shojaee, Fatemeh Kamani, Gholamreza Ghassem-Sani, Seyed Abolghasem Mirroshandel:
RobustQA: A Framework for Adversarial Text Generation Analysis on Question Answering Systems. 274-285 - Anton Razzhigaev, Arseniy Shakhmatov, Anastasia Maltseva, Vladimir Arkhipkin, Igor Pavlov, Ilya Ryabov, Angelina Kuts, Alexander Panchenko, Andrey Kuznetsov, Denis Dimitrov:
Kandinsky: An Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion. 286-295 - Andreea Iana, Goran Glavas, Heiko Paulheim:
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation. 296-310 - Alexander M. Rush:
MiniChain: A Small Library for Coding with Large Language Models. 311-317 - Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen:
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. 318-327 - Sugam Devare, Mahnaz Koupaee, Gautham Gunapati, Sayontan Ghosh, Sai Vallurupalli, Yash Kumar Lal, Francis Ferraro, Nathanael Chambers, Greg Durrett, Raymond J. Mooney, Katrin Erk, Niranjan Balasubramanian:
SAGEViz: SchemA GEneration and Visualization. 328-335 - David Heineman, Yao Dou, Wei Xu:
Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation. 336-345 - Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang:
InsightPilot: An LLM-Empowered Automated Data Exploration System. 346-352 - Milos Stanojevic, Laurent Sartran:
SynJax: Structured Probability Distributions for JAX. 353-364 - 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. 365-372 - Daniel Hajialigol, Derek Kaknes, Tanner Barbour, Daphne Yao, Chris North, Jimeng Sun, David Liem, Xuan Wang:
DRGCoder: Explainable Clinical Coding for the Early Prediction of Diagnostic-Related Groups. 373-380 - Jon Z. Cai, Shafiuddin Rehan Ahmed, Julia Bonn, Kristin Wright-Bettner, Martha Palmer, James H. Martin:
CAMRA: Copilot for AMR Annotation. 381-388 - 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. 389-402 - Arie Cattan, Tom Hope, Doug Downey, Roy Bar-Haim, Lilach Eden, Yoav Kantor, Ido Dagan:
CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies. 403-412 - Vijay Viswanathan, Chenyang Zhao, Amanda Bertsch, Tongshuang Wu, Graham Neubig:
Prompt2Model: Generating Deployable Models from Natural Language Instructions. 413-421 - Jeremiah Milbauer, Ziqi Ding, Zhijin Wu, Tongshuang Wu:
NewsSense: Reference-free Verification via Cross-document Comparison. 422-430 - Traian Rebedea, Razvan Dinu, Makesh Narsimhan Sreedhar, Christopher Parisien, Jonathan Cohen:
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails. 431-445 - Ekaterina Fadeeva, Roman Vashurin, Akim Tsvigun, Artem Vazhentsev, Sergey Petrakov, Kirill Fedyanin, Daniil Vasilev, Elizaveta Goncharova, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Artem Shelmanov:
LM-Polygraph: Uncertainty Estimation for Language Models. 446-461 - Kerui Zhu, Jie Huang, Kevin Chen-Chuan Chang:
Descriptive Knowledge Graph in Biomedical Domain. 462-470 - Samuel Sucik, Daniel Skala, Andrej Svec, Peter Hraska, Marek Suppa:
Prompterator: Iterate Efficiently towards More Effective Prompts. 471-478 - Baoli Zhang, Haining Xie, Pengfan Du, Junhao Chen, Pengfei Cao, Yubo Chen, Shengping Liu, Kang Liu, Jun Zhao:
ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models. 479-494 - Kyle Lo, Zejiang Shen, Benjamin Newman, Joseph Chee Chang, Russell Authur, Erin Bransom, Stefan Candra, Yoganand Chandrasekhar, Regan Huff, Bailey Kuehl, Amanpreet Singh, Chris Wilhelm, Angele Zamarron, Marti A. Hearst, Daniel S. Weld, Doug Downey, Luca Soldaini:
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents. 495-507 - Hao Peng, Xiaozhi Wang, Feng Yao, Zimu Wang, Chuzhao Zhu, Kaisheng Zeng, Lei Hou, Juanzi Li:
OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding. 508-517 - Yixi Ding, Yanxia Qin, Qian Liu, Min-Yen Kan:
CocoSciSum: A Scientific Summarization Toolkit with Compositional Controllability. 518-526 - 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. 527-542 - Hang Zhang, Xin Li, Lidong Bing:
Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding. 543-553 - Aviv Slobodkin, Niv Nachum, Shmuel Amar, Ori Shapira, Ido Dagan:
SummHelper: Collaborative Human-Computer Summarization. 554-565 - Chenliang Li, He Chen, Ming Yan, Weizhou Shen, Haiyang Xu, Zhikai Wu, Zhicheng Zhang, Wenmeng Zhou, Yingda Chen, Chen Cheng, Hongzhu Shi, Ji Zhang, Fei Huang, Jingren Zhou:
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models. 566-578 - Tom Bryan, Jacob Carlson, Abhishek Arora, Melissa Dell:
EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge. 579-596
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