Exploring the Feasibility of ChatGPT for Event Extraction

7 March 2023

Ruifeng Xu

Papers citing "Exploring the Feasibility of ChatGPT for Event Extraction"

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Title
Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach Rochana Chaturvedi Peyman Baghershahi Sourav Medya Barbara Di Eugenio 51 0 0 23 Mar 2025
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection Tanmay Parekh Yuxuan Dong Lucas Bandarkar Artin Kim I-Hung Hsu Kai-Wei Chang Nanyun Peng 41 0 0 24 Feb 2025
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 45 0 0 24 Feb 2025
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines Saurabh Srivastava Sweta Pati Ziyu Yao 41 1 0 22 Feb 2025
Beyond Exact Match: Semantically Reassessing Event Extraction by Large Language Models Yi-Fan Lu Xian-Ling Mao Tian Lan Heyan Huang Heyan Huang Xiaoyan Gao 52 0 0 12 Oct 2024
Lifelong Event Detection via Optimal Transport Viet Dao Van-Cuong Pham Quyen Tran Thanh-Thien Le L. Van T. Nguyen CLL 31 0 0 11 Oct 2024
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 41 2 0 04 Oct 2024
Cross-Lingual News Event Correlation for Stock Market Trend Prediction Sahar Arshad Nikhar Azhar Sana Sajid Seemab Latif R. Latif AIFin 16 0 0 16 Sep 2024
Utilizing Large Language Models for Named Entity Recognition in Traditional Chinese Medicine against COVID-19 Literature: Comparative Study Xu Tong N. Smirnova Sharmila Upadhyaya Ran Yu Jack H. Culbert Chao Sun Wolfgang Otto Philipp Mayr AI4MH 24 0 0 24 Aug 2024
Document-Level Event Extraction with Definition-Driven ICL Zhuoyuan Liu Yilin Luo 78 1 0 10 Aug 2024
Are LLMs Good Annotators for Discourse-level Event Relation Extraction? Kangda Wei Aayush Gautam Ruihong Huang 32 4 0 28 Jul 2024
The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs Aleix Sant Carlos Escolano Audrey Mash Francesca de Luca Fornaciari Maite Melero 36 4 0 26 Jul 2024
RedAgent: Red Teaming Large Language Models with Context-aware Autonomous Language Agent Huiyu Xu Wenhui Zhang Zhibo Wang Feng Xiao Rui Zheng Yunhe Feng Zhongjie Ba Kui Ren AAML LLMAG 29 11 0 23 Jul 2024
MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models Chengguang Gan Qingyu Yin Xinyang He Hanjun Wei Yunhao Liang ... Shijian Wang Hexiang Huang Qinghao Zhang Shiwen Ni Tatsunori Mori 27 0 0 15 Jul 2024
EXCEEDS: Extracting Complex Events as Connecting the Dots to Graphs in Scientific Domain Yi-Fan Lu Xian-Ling Mao Bo Wang Xiao Liu Heyan Huang 69 1 0 20 Jun 2024
Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction Zepeng Ding Ruiyang Ke Wenhao Huang Guochao Jiang Yanda Li Deqing Yang Jiaqing Liang 18 0 0 17 Jun 2024
A Survey of Video Datasets for Grounded Event Understanding Kate Sanders Benjamin Van Durme 34 4 0 14 Jun 2024
Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models Qingkai Min Qipeng Guo Xiangkun Hu Songfang Huang Zheng Zhang Yue Zhang 43 1 0 04 Jun 2024
RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts Jing Yang Xiao Wang Yu Zhao Yuhang Liu Fei-Yue Wang 23 2 0 04 Jun 2024
5W1H Extraction With Large Language Models Yang Cao Yangsong Lan Feiyan Zhai Piji Li 55 1 0 25 May 2024
Paths of A Million People: Extracting Life Trajectories from Wikipedia Ying Zhang Xiaofeng Li Zhaoyang Liu Haipeng Zhang 21 0 0 25 May 2024
CT-Eval: Benchmarking Chinese Text-to-Table Performance in Large Language Models Haoxiang Shi Jiaan Wang Jiarong Xu Cen Wang Tetsuya Sakai LMTD 28 0 0 20 May 2024
Navigating the Future of Federated Recommendation Systems with Foundation Models Zhiwei Li Guodong Long Chunxu Zhang Honglei Zhang Jing Jiang Chengqi Zhang 109 0 0 12 May 2024
A Comprehensive Evaluation on Event Reasoning of Large Language Models Zhengwei Tao Zhi Jin Yifan Zhang Xiancai Chen Xiaoying Bai Yue Fang Haiyan Zhao Jia Li Chongyang Tao LRM 36 3 0 26 Apr 2024
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction Zepeng Ding Wenhao Huang Jiaqing Liang Deqing Yang Yanghua Xiao KELM 29 4 0 15 Apr 2024
Discourse-Aware In-Context Learning for Temporal Expression Normalization Akash Kumar Gautam Lukas Lange Jannik Strötgen 34 0 0 11 Apr 2024
Event-enhanced Retrieval in Real-time Search Yanan Zhang Xiaoling Bai Tianhua Zhou 31 1 0 09 Apr 2024
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction Yuchen Fan Yantao Liu Zijun Yao Jifan Yu Lei Hou Juanzi Li ELM 27 3 0 04 Apr 2024
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation Xingwei Tan Yuxiang Zhou Gabriele Pergola Yulan He 26 3 0 01 Apr 2024
Learning to Describe for Predicting Zero-shot Drug-Drug Interactions Fangqi Zhu Yongqi Zhang Lei Chen Bing Qin Ruifeng Xu 31 2 0 13 Mar 2024
Improving Event Definition Following For Zero-Shot Event Detection Zefan Cai Po-Nien Kung Ashima Suvarna Mingyu Derek Ma Hritik Bansal Baobao Chang P. Brantingham Wei Wang Nanyun Peng 29 8 0 05 Mar 2024
EventRL: Enhancing Event Extraction with Outcome Supervision for Large Language Models Jun Gao Huan Zhao Wei Wang Changlong Yu Ruifeng Xu OffRL 19 4 0 18 Feb 2024
Reinforcement Learning from Human Feedback with Active Queries Kaixuan Ji Jiafan He Quanquan Gu 20 17 0 14 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 21 156 0 06 Feb 2024
MultiMUC: Multilingual Template Filling on MUC-4 William Gantt Shabnam Behzad Hannah YoungEun An Yunmo Chen Aaron Steven White Benjamin Van Durme M. Yarmohammadi 32 3 0 29 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Bill Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 38 144 0 29 Dec 2023
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 48 9 0 05 Dec 2023
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction Hongbin Ye Honghao Gui Aijia Zhang Tong Liu Wei Hua Weiqiang Jia LLMAG 23 5 0 05 Dec 2023
GPT Struct Me: Probing GPT Models on Narrative Entity Extraction Hugo Sousa Nuno Guimarães A. Jorge Ricardo Campos 88 8 0 24 Nov 2023
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads Yi Yang Hanyu Duan Ahmed Abbasi John P. Lalor K. Tam 11 5 0 17 Nov 2023
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction Kuan-Hao Huang I-Hung Hsu Tanmay Parekh Zhiyu Xie Zixuan Zhang Premkumar Natarajan Kai-Wei Chang Nanyun Peng Heng Ji 24 16 0 16 Nov 2023
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks Hao Peng Xiaozhi Wang Jianhui Chen Weikai Li Y. Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 31 28 0 15 Nov 2023
Towards LLM-driven Dialogue State Tracking Yujie Feng Zexin Lu Bo Liu Li-Ming Zhan Xiao-Ming Wu 13 20 0 23 Oct 2023
Evaluating Large Language Models on Controlled Generation Tasks Jiao Sun Yufei Tian Wangchunshu Zhou Nan Xu Qian Hu Rahul Gupta John Wieting Nanyun Peng Xuezhe Ma LRM ELM 38 60 0 23 Oct 2023
Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment Ji Qi Kaixuan Ji Xiaozhi Wang Jifan Yu Kaisheng Zeng Lei Hou Juanzi Li Bin Xu LRM 16 3 0 16 Oct 2023
Learning To Teach Large Language Models Logical Reasoning Meiqi Chen Yubo Ma Kaitao Song Yixin Cao Yan Zhang Dongsheng Li ELM LRM 28 14 0 13 Oct 2023
Benchmarking Large Language Models with Augmented Instructions for Fine-grained Information Extraction Junfeng Gao Huan Zhao Yice Zhang Wei Wang Changlong Yu Ruifeng Xu 16 12 0 08 Oct 2023
Guideline Learning for In-context Information Extraction Chaoxu Pang Yixuan Cao Qiang Ding Ping Luo 13 19 0 08 Oct 2023
Unleashing the Power of Graph Learning through LLM-based Autonomous Agents Lanning Wei Zhiqiang He Huan Zhao Quanming Yao LLMAG 30 9 0 08 Sep 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Fei Wu Guoyin Wang LM&MA 24 534 0 21 Aug 2023