Document-Level Event Argument Extraction by Conditional Generation

13 April 2021

Heng Ji

Papers citing "Document-Level Event Argument Extraction by Conditional Generation"

50 / 124 papers shown

Title
Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance Wanlong Liu Shaohuan Cheng DingYi Zeng Hong Qu 48 25 0 08 Oct 2023
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction Oscar Sainz Iker García-Ferrero Rodrigo Agerri Oier López de Lacalle German Rigau Eneko Agirre 35 75 0 05 Oct 2023
Parameter-Efficient Tuning Helps Language Model Alignment Tianci Xue Ziqi Wang Heng Ji ALM 38 6 0 01 Oct 2023
OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding Hao Peng Xiaozhi Wang Feng Yao Zimu Wang C. Zhu Kaisheng Zeng Lei Hou Juanzi Li 11 12 0 25 Sep 2023
A Survey of Document-Level Information Extraction Hanwen Zheng Sijia Wang Lifu Huang 32 1 0 23 Sep 2023
Characterizing Information Seeking Events in Health-Related Social Discourse Omar Sharif Madhusudan Basak Tanzia Parvin Ava Scharfstein Alphonso Bradham J. Borodovsky S. Lord S. Preum 29 7 0 17 Aug 2023
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification Yibo Hu Eric Parolin Latif Khan Patrick T. Brandt Javier Osorio Vito DÓrazio 21 2 0 15 Aug 2023
Event Extraction as Question Generation and Answering Di Lu Shihao Ran Joel R. Tetreault A. Jaimes 27 38 0 10 Jul 2023
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction Qizhi Wan Changxuan Wan Keli Xiao Hui Xiong Dexi Liu Xiping Liu 14 4 0 30 Jun 2023
JSEEGraph: Joint Structured Event Extraction as Graph Parsing Huiling You Samia Touileb Lilja Ovrelid GNN 21 5 0 26 Jun 2023
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation Hao Peng Xiaozhi Wang Feng Yao Kaisheng Zeng Lei Hou Juanzi Li Zhiyuan Liu Weixing Shen 32 18 0 12 Jun 2023
Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences? Yuxin He Jing-Hao Hu Buzhou Tang 25 30 0 01 Jun 2023
A Sequence-to-Sequence&Set Model for Text-to-Table Generation Tong Li Zhihao Wang Liangying Shao Xuling Zheng Xiaoli Wang Jinsong Su LMTD 28 18 0 31 May 2023
An AMR-based Link Prediction Approach for Document-level Event Argument Extraction Yuqing Yang Qipeng Guo Xiangkun Hu Yue Zhang Xipeng Qiu Zheng-Wei Zhang 110 26 0 30 May 2023
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization Xinyu Wang Lin Gui Yulan He 22 8 0 30 May 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model I-Hung Hsu Zhiyu Xie Kuan-Hao Huang Premkumar Natarajan Nanyun Peng 32 41 0 26 May 2023
EDM3: Event Detection as Multi-task Text Generation Ujjwala Anantheswaran Himanshu Gupta Mihir Parmar Kuntal Kumar Pal Chitta Baral 29 5 0 25 May 2023
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models Mingyu Derek Ma Xiaoxu Wang Po-Nien Kung P. Brantingham Nanyun Peng Wei Wang SyDa 30 4 0 24 May 2023
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction Erica Cai Brendan O'Connor 29 3 0 24 May 2023
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media Kung-Hsiang Huang Hou Pong Chan Kathleen McKeown Heng Ji 39 1 0 23 May 2023
MAILEX: Email Event and Argument Extraction Saurabh Srivastava Gaurav Singh Shou Matsumoto Ali K. Raz Paulo C. G. Costa Joshua C. Poore Ziyu Yao 48 5 0 22 May 2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation Bo Wang Heyan Huang Xiaochi Wei Ge Shi Xiao Liu Chong Feng Tong Zhou Shuai Wang Dawei Yin 46 5 0 16 May 2023
Can Large Language Models Transform Computational Social Science? Caleb Ziems William B. Held Omar Shaikh Jiaao Chen Zhehao Zhang Diyi Yang LLMAG 36 286 0 12 Apr 2023
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction Meiru Zhang Yixuan Su Zaiqiao Meng Z. Fu Nigel Collier 51 3 0 25 Mar 2023
GLEN: General-Purpose Event Detection for Thousands of Types Qiusi Zhan Sha Li Kathryn Conger Martha Palmer Heng Ji Jiawei Han AI4TS 33 14 0 16 Mar 2023
On Event Individuation for Document-Level Information Extraction William Gantt Reno Kriz Yunmo Chen Siddharth Vashishtha Aaron Steven White 30 2 0 19 Dec 2022
Open Relation and Event Type Discovery with Type Abstraction Sha Li Heng Ji Jiawei Han 39 14 0 30 Nov 2022
Retrieval-Augmented Generative Question Answering for Event Argument Extraction Xinya Du Heng Ji RALM 40 37 0 14 Nov 2022
MEE: A Novel Multilingual Event Extraction Dataset Amir Pouran Ben Veyseh J. Ebrahimi Franck Dernoncourt Thien Huu Nguyen 27 23 0 11 Nov 2022
Discovering the Hidden Facts of User-Dispatcher Interactions via Text-based Reporting Systems for Community Safety Yiren Liu Ryan D. W. Mayfield Yun Huang 22 2 0 09 Nov 2022
Open-Vocabulary Argument Role Prediction for Event Extraction Yizhu Jiao Sha Li Yiqing Xie Ming Zhong Heng Ji Jiawei Han 26 16 0 03 Nov 2022
1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector Xingran Chen Ge Zhang A. Nik Mingyu Li Jie Fu 26 5 0 31 Oct 2022
DORE: Document Ordered Relation Extraction based on Generative Framework Qipeng Guo Yuqing Yang Hang Yan Xipeng Qiu Zheng-Wei Zhang 65 7 0 28 Oct 2022
Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction Lu Dai Bang Wang Wei Xiang Yijun Mo 15 16 0 28 Oct 2022
Code4Struct: Code Generation for Few-Shot Event Structure Prediction Xingyao Wang Sha Li Heng Ji 23 75 0 23 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 51 70 0 23 Oct 2022
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction Yunzhi Yao Shengyu Mao Ningyu Zhang Xiangnan Chen Shumin Deng Xi Chen Huajun Chen 28 9 0 19 Oct 2022
EventGraph: Event Extraction as Semantic Graph Parsing Huiling You David Samuel Samia Touileb Lilja Ovrelid 24 9 0 16 Oct 2022
Iterative Document-level Information Extraction via Imitation Learning Yunmo Chen William Gantt Weiwei Gu Tongfei Chen Aaron Steven White Benjamin Van Durme 30 11 0 12 Oct 2022
Causal Intervention-based Prompt Debiasing for Event Argument Extraction Jiaju Lin Jie Zhou Qin Chen 24 3 0 04 Oct 2022
Dynamic Global Memory for Document-level Argument Extraction Xinya Du Sha Li Heng Ji 16 37 0 18 Sep 2022
Automatic Error Analysis for Document-level Information Extraction Aliva Das Xinya Du Barry Wang Kejian Shi J. Gu Thomas Porter Claire Cardie 23 10 0 15 Sep 2022
Few-Shot Document-Level Event Argument Extraction Xianjun Yang Yujie Lu Linda R. Petzold 19 16 0 06 Sep 2022
Incorporating Task-specific Concept Knowledge into Script Learning Chenkai Sun Tie Xu Chengxiang Zhai Heng Ji 26 4 0 31 Aug 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck Jie Zhou Qi Zhang Qin Chen Liang He Xuanjing Huang 34 20 0 27 Aug 2022
DICE: Data-Efficient Clinical Event Extraction with Generative Models Mingyu Derek Ma Alex S. Taylor Wei Wang Nanyun Peng MedIm 30 26 0 16 Aug 2022
Schema-Guided Event Graph Completion Hongwei Wang Zixuan Zhang Sha Li Jiawei Han Yizhou Sun Hanghang Tong Joseph P. Olive Heng Ji 22 5 0 06 Jun 2022
Enhancing Event-Level Sentiment Analysis with Structured Arguments Qi Zhang Jie Zhou Qin Chen Qinchun Bai Liangbo He 40 7 0 31 May 2022
EA $^2$ E: Improving Consistency with Event Awareness for Document-Level Argument Extraction Qi Zeng Qiusi Zhan Chenhui Xu 17 26 0 30 May 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 53 25 0 25 May 2022