Document-Level Event Argument Extraction by Conditional Generation

North American Chapter of the Association for Computational Linguistics (NAACL), 2021

13 April 2021

Sha Li

Heng Ji

Jiawei Han

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

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TEXT2DB: Integration-Aware Information Extraction with Large Language Model AgentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yizhu Jiao S. Li Sizhe Zhou Heng Ji Jiawei Han 109 8 0 28 Oct 2025
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Keyword-Centric Prompting for One-Shot Event Detection with Self-Generated Rationale Enhancements Ziheng Li Zhi-Hong Deng 72 0 0 11 Aug 2025
Identifying and Investigating Global News Coverage of Critical Events Such as Disasters and Terrorist AttacksInternational Conference on Web and Social Media (ICWSM), 2025 Erica Cai Xi Chen Reagan Grey Keeney Ethan Zuckerman Brendan O'Connor Przemyslaw A. Grabowicz 114 1 0 15 Jun 2025
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Zero-Shot Open-Schema Entity Structure Discovery Xueqiang Xu Jinfeng Xiao James Barry Mohab Elkaref Jiaru Zou Pengcheng Jiang Yunyi Zhang Max Giammona Geeth de Mel Jiawei Han 117 2 0 04 Jun 2025
LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real WorldAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Sina J. Semnani Pingyue Zhang Wanyue Zhai Haozhuo Li Ryan Beauchamp Trey Billing Katayoun Kishi Pengfei Yu Monica S. Lam 249 1 0 01 Jun 2025
MPL: Multiple Programming Languages with Large Language Models for Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Bo Li Gexiang Fang Wei Ye Zhenghua Xu Jinglei Zhang Hao Cheng Shikun Zhang 210 0 0 22 May 2025
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Jian Zhang Bifan Wei Shihao Qi Haiping Zhu Jun Liu Qika Lin 435 1 0 14 Mar 2025
SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yi-Fan Lu Xian-Ling Mao Tian Lan Tong Zhang Yu-Shi Zhu Heyan Huang 267 1 0 05 Mar 2025
Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction Wenxuan Liu Hui Yuan Long Bai Yuxin Zuo Daozhu Xu Xiaolong Jin Jiafeng Guo Xueqi Cheng 230 2 0 04 Mar 2025
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 261 0 0 24 Feb 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection Tanmay Parekh Yuxuan Dong Lucas Bandarkar Artin Kim I-Hung Hsu Kai-Wei Chang Nanyun Peng 303 0 0 24 Feb 2025
Instruction-Tuning LLMs for Event Extraction with Annotation GuidelinesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Saurabh Srivastava Sweta Pati Ziyu Yao 352 10 0 22 Feb 2025
Event Argument Extraction with Enriched Prompts Chen Liang 192 0 0 12 Jan 2025
KnowCoder-X: Boosting Multilingual Information Extraction via CodeAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yuxin Zuo Wenxuan Jiang Wenxuan Liu Hui Yuan Long Bai Hanbin Wang Yutao Zeng Xiaolong Jin Jiafeng Guo Xueqi Cheng 229 0 0 07 Nov 2024
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and PreparednessConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Tanmay Parekh Jeffrey Kwan Jiarui Yu Sparsh Johri Hyosang Ahn Sreya Muppalla Kai-Wei Chang Wei Wang Nanyun Peng 314 7 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 148 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 166 0 0 12 Oct 2024
Document-level Causal Relation Extraction with Knowledge-guided Binary Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Zimu Wang Lei Xia Wei Wang Xinya Du 260 12 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 122 0 0 24 Sep 2024
RUIE: Retrieval-based Unified Information Extraction using Large Language ModelInternational Conference on Computational Linguistics (COLING), 2024 Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 375 3 0 18 Sep 2024
A Compressive Memory-based Retrieval Approach for Event Argument ExtractionInternational Conference on Computational Linguistics (COLING), 2024 Wanlong Liu Enqi Zhang Li Zhou DingYi Zeng Shaohuan Cheng Chen Zhang Malu Zhang Wenyu Chen RALM 144 2 0 14 Sep 2024
Event Extraction for Portuguese: A QA-driven Approach using ACE-2005Portuguese Conference on Artificial Intelligence (EPIA), 2024 L. F. Cunha Ricardo Campos A. Jorge 167 4 0 29 Aug 2024
Document-Level Event Extraction with Definition-Driven ICL Zhuoyuan Liu Yilin Luo 202 4 0 10 Aug 2024
Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News EventsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Priyanka Kargupta Yunyi Zhang Yizhu Jiao Siru Ouyang Jiawei Han AI4TS 303 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 271 16 0 08 Aug 2024
Explicating the Implicit: Argument Detection Beyond Sentence BoundariesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Paul Roit Aviv Slobodkin Eran Hirsch Arie Cattan Ayal Klein Valentina Pyatkin Ido Dagan 162 2 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 237 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 269 12 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 630 3 0 22 May 2024
Towards Better Question Generation in QA-based Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Zijin Hong Jian Liu 252 11 0 17 May 2024
ADELIE: Aligning Large Language Models on Information ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yunjia Qi Hao Peng Xiaozhi Wang Bin Xu Lei Hou Juanzi Li 314 18 0 08 May 2024
Asking and Answering Questions to Extract Event-Argument Structures Md Nayem Uddin Enfa Rose George Eduardo Blanco Steven Corman 160 4 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 210 8 0 18 Apr 2024
Small Models Are (Still) Effective Cross-Domain Argument Extractors William Gantt Aaron Steven White 135 0 0 12 Apr 2024
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning AnalysisInternational Conference on Language Resources and Evaluation (LREC), 2024 Mikel Zubillaga Oscar Sainz A. Estarrona Oier López de Lacalle Eneko Agirre 257 5 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 164 5 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 190 2 0 07 Apr 2024
Event Detection from Social Media for Epidemic PredictionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Tanmay Parekh Anh Mac Jiarui Yu Yuxuan Dong Syed Shahriar ... Eric Yang Kuan-Hao Huang Wei Wang Nanyun Peng Kai-Wei Chang 208 14 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 151 7 0 25 Mar 2024
Prompt-based Graph Model for Joint Liberal Event Extraction and Event Schema Induction Haochen Li Di Geng 96 1 0 19 Mar 2024
A Semantic Mention Graph Augmented Model for Document-Level Event Argument ExtractionInternational Conference on Language Resources and Evaluation (LREC), 2024 Jian Zhang Chang-Qing Yang Haiping Zhu Qika Lin Fangzhi Xu Jun Liu 242 5 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 158 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 295 17 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 211 3 0 27 Jan 2024
ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-RefinementAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Xinliang Frederick Zhang Carter Blum Temma Choji Shalin S Shah Alakananda Vempala 249 6 0 24 Jan 2024
An Autoregressive Text-to-Graph Framework for Joint Entity and Relation ExtractionAAAI Conference on Artificial Intelligence (AAAI), 2024 Urchade Zaratiana Nadi Tomeh Pierre Holat Thierry Charnois 200 31 0 02 Jan 2024