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
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Jian Zhang Bifan Wei Shihao Qi Haiping Zhu Jun Liu Qika Lin 47 0 0 14 Mar 2025
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 57 0 0 05 Mar 2025
Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction Wenxuan Liu Zehan Li Long Bai Yuxin Zuo Daozhu Xu Xiaolong Jin J. Guo Xueqi Cheng 61 1 0 04 Mar 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
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 46 0 0 24 Feb 2025
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines Saurabh Srivastava Sweta Pati Ziyu Yao 49 1 0 22 Feb 2025
Event Argument Extraction with Enriched Prompts Chen Liang 41 0 0 12 Jan 2025
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 50 2 0 24 Oct 2024
Cross-Document Event-Keyed Summarization William Walden Pavlo Kuchmiichuk Alexander Martin Chihsheng Jin Angela Cao Claire Sun Curisia Allen Aaron Steven White RALM 33 0 0 18 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 55 0 0 12 Oct 2024
Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering Zimu Wang Lei Xia Wei Wang Xinya Du 25 5 0 07 Oct 2024
Improving Emotional Support Delivery in Text-Based Community Safety Reporting Using Large Language Models Yiren Liu Yerong Li Ryan D. W. Mayfield Yun Huang AI4MH 31 0 0 24 Sep 2024
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 45 1 0 18 Sep 2024
A Compressive Memory-based Retrieval Approach for Event Argument Extraction Wanlong Liu Enqi Zhang Li Zhou DingYi Zeng Shaohuan Cheng Chen Zhang Malu Zhang Wenyu Chen RALM 45 0 0 14 Sep 2024
Event Extraction for Portuguese: A QA-driven Approach using ACE-2005 L. F. Cunha Ricardo Campos A. Jorge 23 1 0 29 Aug 2024
Document-Level Event Extraction with Definition-Driven ICL Zhuoyuan Liu Yilin Luo 80 1 0 10 Aug 2024
Unsupervised Episode Detection for Large-Scale News Events Priyanka Kargupta Yunyi Zhang Yizhu Jiao Siru Ouyang Jiawei Han AI4TS 31 0 0 09 Aug 2024
Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive Debate Yiqun Zhang Xiaocui Yang Shi Feng Daling Wang Yifei Zhang Kaisong Song LLMAG 40 4 0 08 Aug 2024
Explicating the Implicit: Argument Detection Beyond Sentence Boundaries Paul Roit Aviv Slobodkin Eran Hirsch Arie Cattan Ayal Klein Valentina Pyatkin Ido Dagan 52 1 0 08 Aug 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 74 1 0 20 Jun 2024
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs Fatemeh Shiri Van Nguyen Farhad Moghimifar John Yoo Gholamreza Haffari Yuan-Fang Li ReLM 79 3 0 03 Jun 2024
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying Guanghui Wang Dexi Liu Jian-Yun Nie Qizhi Wan Rong Hu Xiping Liu Wanlong Liu Jiaming Liu 98 0 0 22 May 2024
Towards Better Question Generation in QA-based Event Extraction Zijin Hong Jian Liu 45 8 0 17 May 2024
ADELIE: Aligning Large Language Models on Information Extraction Y. Qi Hao Peng Xiaozhi Wang Bin Xu Lei Hou Juanzi Li 39 7 0 08 May 2024
Asking and Answering Questions to Extract Event-Argument Structures Md Nayem Uddin Enfa Rose George Eduardo Blanco Steven Corman 27 3 0 25 Apr 2024
CMNEE: A Large-Scale Document-Level Event Extraction Dataset based on Open-Source Chinese Military News Mengna Zhu Zijie Xu Kaisheng Zeng Kaiming Xiao Mao Wang Wenjun Ke Hongbin Huang 38 2 0 18 Apr 2024
Small Models Are (Still) Effective Cross-Domain Argument Extractors William Gantt Aaron Steven White 52 0 0 12 Apr 2024
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis Mikel Zubillaga Oscar Sainz A. Estarrona Oier López de Lacalle Eneko Agirre 51 2 0 09 Apr 2024
Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction Md Nayem Uddin Enfa Rose George Eduardo Blanco Steven Corman 34 3 0 07 Apr 2024
GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling Hritik Bansal Po-Nien Kung P. Brantingham Weisheng Wang Miao Zheng VLM 34 1 0 07 Apr 2024
Event Detection from Social Media for Epidemic Prediction Tanmay Parekh Anh Mac Jiarui Yu Yuxuan Dong Syed Shahriar ... Eric Yang Kuan-Hao Huang Wei Wang Nanyun Peng Kai-Wei Chang 39 6 0 02 Apr 2024
Linear Cross-document Event Coreference Resolution with X-AMR Shafiuddin Rehan Ahmed George Baker Evi Judge Michael Regan Kristin Wright-Bettner Martha Palmer James H. Martin 36 3 0 25 Mar 2024
Prompt-based Graph Model for Joint Liberal Event Extraction and Event Schema Induction Haochen Li Di Geng 21 0 0 19 Mar 2024
A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction Jian Zhang Chang-Qing Yang Haiping Zhu Qika Lin Fangzhi Xu Jun Liu 38 1 0 12 Mar 2024
Large Language Models for Document-Level Event-Argument Data Augmentation for Challenging Role Types Joseph Gatto Parker Seegmiller Omar Sharif S. Preum 40 0 0 05 Mar 2024
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus Honghao Gui Lin Yuan Hongbin Ye Ningyu Zhang Mengshu Sun Lei Liang Huajun Chen 28 10 0 22 Feb 2024
Towards Event Extraction from Speech with Contextual Clues Jingqi Kang Tongtong Wu Jinming Zhao Guitao Wang Guilin Qi Yuan-Fang Li Gholamreza Haffari 38 1 0 27 Jan 2024
ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement Xinliang Frederick Zhang Carter Blum Temma Choji Shalin S Shah Alakananda Vempala 61 6 0 24 Jan 2024
An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction Urchade Zaratiana Nadi Tomeh Pierre Holat Thierry Charnois 44 15 0 02 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 43 144 0 29 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 59 1,516 1 18 Dec 2023
RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor Khanh Duy Nguyen Zixuan Zhang Reece Suchocki Sha Li Martha Palmer S. Brown Jiawei Han Heng Ji 33 2 0 05 Dec 2023
MOKA: Moral Knowledge Augmentation for Moral Event Extraction Xinliang Frederick Zhang Winston Wu Nick Beauchamp Lu Wang 35 7 0 16 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 32 16 0 16 Nov 2023
MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation Xiaozhi Wang Hao Peng Yong Guan Kaisheng Zeng Jianhui Chen ... Yankai Lin Zhiyuan Liu Ruobing Xie Jie Zhou Juanzi Li 21 4 0 15 Nov 2023
FAMuS: Frames Across Multiple Sources Siddharth Vashishtha Alexander Martin William Gantt Benjamin Van Durme Aaron Steven White 24 2 0 09 Nov 2023
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models Yuxin Jiang Yufei Wang Xingshan Zeng Wanjun Zhong Liangyou Li Fei Mi Lifeng Shang Xin Jiang Qun Liu Wei Wang ALM 15 25 0 31 Oct 2023
From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction Quzhe Huang Yanxi Zhang Dongyan Zhao AI4TS 29 8 0 25 Oct 2023
Probing Representations for Document-level Event Extraction Barry Wang Xinya Du Claire Cardie 27 1 0 23 Oct 2023
A Unified View of Evaluation Metrics for Structured Prediction Yunmo Chen William Gantt Tongfei Chen Aaron Steven White Benjamin Van Durme 19 7 0 20 Oct 2023