TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in
Event Extraction

TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction

16 November 2023

Premkumar Natarajan

Heng Ji

Papers citing "TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction"

17 / 17 papers shown

Title
SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection Yi-Fan Lu Xian-Ling Mao Tian Lan Tong Zhang Yu-Shi Zhu Heyan Huang 45 0 0 05 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 31 0 0 24 Feb 2025
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 31 0 0 24 Feb 2025
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines Saurabh Srivastava Sweta Pati Ziyu Yao 31 0 0 22 Feb 2025
One Small and One Large for Document-level Event Argument Extraction Jiaren Peng Hongda Sun Wenzhong Yang Fuyuan Wei Liang He Liejun Wang 27 0 0 08 Nov 2024
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness Tanmay Parekh Jeffrey Kwan Jiarui Yu Sparsh Johri Hyosang Ahn Sreya Muppalla Kai-Wei Chang Wei Wang Nanyun Peng 29 1 0 24 Oct 2024
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 43 0 0 12 Oct 2024
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 22 1 0 04 Oct 2024
Enhancing Event Reasoning in Large Language Models through Instruction Fine-Tuning with Semantic Causal Graphs Mazal Bethany Emet Bethany Brandon Wherry Cho-Yu Chiang Nishant Vishwamitra Anthony Rios Peyman Najafirad LRM 29 0 0 30 Aug 2024
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling Philipp Seeberger Dominik Wagner K. Riedhammer 17 0 0 18 Jun 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 22 137 0 29 Dec 2023
Contextual Label Projection for Cross-Lingual Structured Prediction Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 19 0 0 16 Sep 2023
Few-shot Event Detection: An Empirical Study and a Unified View Yubo Ma Zehao Wang Yixin Cao Aixin Sun 45 10 0 03 May 2023
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text ZHAOYUE SUN Jiazheng Li Gabriele Pergola Byron C. Wallace Bino John N. Greene Joseph Kim Yulan He 23 38 0 22 Oct 2022
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 36 15 0 25 May 2022
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies Kung-Hsiang Huang Nanyun Peng 16 34 0 24 Oct 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 182 1,638 0 16 Mar 2020