Papers citing 'Zero-Shot Transfer Learning for Event Extraction'

Title
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 110 1 0 15 Jun 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 279 0 0 24 Feb 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 217 0 0 07 Nov 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 151 4 0 29 Aug 2024
RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts Jing Yang Xiao Wang Yu Zhao Yuhang Liu Fei-Yue Wang 139 3 0 04 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 602 1 0 22 May 2024
Asking and Answering Questions to Extract Event-Argument Structures Md Nayem Uddin Enfa Rose George Eduardo Blanco Steven Corman 156 4 0 25 Apr 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 196 12 0 05 Mar 2024
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction Jianwei Wang Tianyin Wang Huiping Zhuang 283 3 0 28 Feb 2024
A Cross-Attention Augmented Model for Event-Triggered Context-Aware Story Generation Chen Tang Tyler Loakman Chenghua Lin 123 8 0 19 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 348 27 0 16 Nov 2023
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yibo Hu Eric Parolin Latif Khan Patrick T. Brandt Javier Osorio Vito DÓrazio 150 3 0 15 Aug 2023
JSEEGraph: Joint Structured Event Extraction as Graph Parsing Huiling You Samia Touileb Lilja Ovrelid GNN 86 6 0 26 Jun 2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zhenrui Yue Huimin Zeng Mengfei Lan Heng Ji D. Wang VLM 144 17 0 27 May 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction ModelAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 I-Hung Hsu Zhiyu Xie Kuan-Hao Huang Premkumar Natarajan Nanyun Peng 126 52 0 26 May 2023
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Mingyu Derek Ma Xiaoxu Wang Po-Nien Kung P. Brantingham Nanyun Peng Wei Wang SyDa 213 16 0 24 May 2023
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction Erica Cai Brendan O'Connor 140 5 0 24 May 2023
SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information ExtractionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu Guoping Hu 211 1 0 21 May 2023
Schema-adaptable Knowledge Graph ConstructionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 228 5 0 15 May 2023
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference PerspectiveAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zhaowei Wang Quyet V. Do Hongming Zhang Jiayao Zhang Weiqi Wang Tianqing Fang Yangqiu Song Ginny Wong Simon See LRM 156 33 0 09 May 2023
Few-shot Event Detection: An Empirical Study and a Unified ViewAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yubo Ma Zehao Wang Yixin Cao Aixin Sun 179 13 0 03 May 2023
Judicial Intelligent Assistant System: Extracting Events from Divorce Cases to Detect Disputes for the Judge Yuan Zhang Chuanyi Li Yu Sheng Jidong Ge Bin Luo 174 3 0 23 Mar 2023
Global Constraints with Prompting for Zero-Shot Event Argument ClassificationFindings (Findings), 2023 Zizheng Lin Hongming Zhang Yangqiu Song 122 17 0 09 Feb 2023
Universal Information Extraction as Unified Semantic MatchingAAAI Conference on Artificial Intelligence (AAAI), 2023 Jie Lou Yaojie Lu Dai Dai Wei Jia Hongyu Lin Xianpei Han Le Sun Hua Wu 156 83 0 09 Jan 2023
PESE: Event Structure Extraction using Pointer Network based Encoder-Decoder Architecture Alapan Kuila Sudeshan Sarkar 98 1 0 22 Nov 2022
Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power SystemsACM Transactions on the Web (TWEB), 2022 Qian Li Jianxin Li Lihong Wang Cheng Ji Yiming Hei Shuaiyi Nie Qingyun Sun Shan Xue P. Xie 120 12 0 15 Nov 2022
Efficient Zero-shot Event Extraction with Context-Definition AlignmentConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hongming Zhang Wenlin Yao Dong Yu 140 14 0 09 Nov 2022
Zero-Shot Classification by Logical Reasoning on Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Chi Han Hengzhi Pei Xinya Du Heng Ji NAI 170 4 0 07 Nov 2022
Open-Vocabulary Argument Role Prediction for Event ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yizhu Jiao Sha Li Yiqing Xie Ming Zhong Heng Ji Jiawei Han 218 18 0 03 Nov 2022
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross AttentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Chen Tang Chenghua Lin Hen-Hsen Huang Frank Guerin Zhihao Zhang 174 20 0 22 Oct 2022
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph ConstructionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Yunzhi Yao Shengyu Mao Ningyu Zhang Xiangnan Chen Shumin Deng Xi Chen Huajun Chen 336 14 0 19 Oct 2022
Zero-Shot On-the-Fly Event Schema InductionFindings (Findings), 2022 Rotem Dror Haoyu Wang Dan Roth 237 21 0 12 Oct 2022
Event Extraction: A Survey Viet Dac Lai 269 10 0 07 Oct 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information BottleneckInternational Conference on Computational Linguistics (COLING), 2022 Jie Zhou Tao Gui Qin Chen Liang He Xuanjing Huang 165 21 0 27 Aug 2022
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument RolesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 333 30 0 25 May 2022
Improve Event Extraction via Self-Training with Gradient GuidanceAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zhiyang Xu Jay Yoon Lee Lifu Huang AI4TS 174 11 0 25 May 2022
Unsupervised Slot Schema Induction for Task-oriented DialogNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 125 14 0 09 May 2022
Crude Oil-related Events Extraction and Processing: A Transfer Learning ApproachSocial Science Research Network (SSRN), 2022 Meisin Lee Lay-Ki Soon Eu-Gene Siew 150 0 0 01 May 2022
Improving Zero-Shot Event Extraction via Sentence SimplificationCASE (CASE), 2022 Sneha Mehta Huzefa Rangwala Naren Ramakrishnan 94 7 0 06 Apr 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet ExtractionFindings (Findings), 2022 Yew Ken Chia Lidong Bing Soujanya Poria Luo Si 156 132 0 17 Mar 2022
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yubo Ma Zehao Wang Yixin Cao Mukai Li Meiqi Chen Kunze Wang Jing Shao 211 160 0 24 Feb 2022
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization Sha Li Liyuan Liu Yiqing Xie Heng Ji Jiawei Han 193 4 0 15 Feb 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch AttentionConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Carl Edwards Heng Ji 132 11 0 12 Feb 2022
Ontology-enhanced Prompt-tuning for Few-shot LearningThe Web Conference (WWW), 2022 Hongbin Ye Ningyu Zhang Shumin Deng Xiang Chen Hui Chen Feiyu Xiong Xi Chen Huajun Chen 267 75 0 27 Jan 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive SurveyProceedings of the IEEE (Proc. IEEE), 2021 Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 501 63 0 18 Dec 2021
Neural News Recommendation with Event Extraction Songqiao Han Hailiang Huang Jiangwei Liu AI4TS 76 6 0 09 Nov 2021
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding TasksTransactions of the Association for Computational Linguistics (TACL), 2021 Aakanksha Naik J. Lehman Carolyn Rose 242 7 0 02 Nov 2021
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding Sijia Wang Mo Yu Shiyu Chang Lichao Sun Lifu Huang 139 65 0 14 Oct 2021
EventBERT: A Pre-Trained Model for Event Correlation Reasoning Yucheng Zhou Xiubo Geng Tao Shen Guodong Long Daxin Jiang 188 62 0 13 Oct 2021
Joint Multimedia Event Extraction from Video and ArticleConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Brian Chen Xudong Lin Christopher Thomas Pengfei Yu Shoya Yoshida Lovish Chum Heng Ji Shih-Fu Chang VGen 136 29 0 27 Sep 2021