Zero-Shot Transfer Learning for Event Extraction

4 July 2017

Heng Ji

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

50 / 54 papers shown

Title
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 86 0 0 24 Feb 2025
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 334 0 0 22 May 2024
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 113 21 0 16 Nov 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 95 5 0 24 May 2023
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction Erica Cai Brendan O'Connor 60 3 0 24 May 2023
Schema-adaptable Knowledge Graph Construction Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 108 4 0 15 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 87 1 0 23 Mar 2023
Universal Information Extraction as Unified Semantic Matching Jie Lou Yaojie Lu Dai Dai Wei Jia Hongyu Lin Xianpei Han Le Sun Hua Wu 80 72 0 09 Jan 2023
Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems Qian Li Jianxin Li Lihong Wang Cheng Ji Yiming Hei Shuaiyi Nie Qingyun Sun Shan Xue P. Xie 64 10 0 15 Nov 2022
Efficient Zero-shot Event Extraction with Context-Definition Alignment Hongming Zhang Wenlin Yao Dong Yu 84 13 0 09 Nov 2022
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations Chi Han Hengzhi Pei Xinya Du Heng Ji NAI 94 3 0 07 Nov 2022
Open-Vocabulary Argument Role Prediction for Event Extraction Yizhu Jiao Sha Li Yiqing Xie Ming Zhong Heng Ji Jiawei Han 115 17 0 03 Nov 2022
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention Chen Tang Chenghua Lin Hen-Hsen Huang Frank Guerin Zhihao Zhang 92 20 0 22 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 137 12 0 19 Oct 2022
Zero-Shot On-the-Fly Event Schema Induction Rotem Dror Haoyu Wang Dan Roth 93 18 0 12 Oct 2022
Event Extraction: A Survey Viet Dac Lai 101 9 0 07 Oct 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 100 21 0 27 Aug 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 67 13 0 09 May 2022
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach Meisin Lee Lay-Ki Soon Eu-Gene Siew 64 0 0 01 May 2022
Improving Zero-Shot Event Extraction via Sentence Simplification Sneha Mehta Huzefa Rangwala Naren Ramakrishnan 58 6 0 06 Apr 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction Yew Ken Chia Lidong Bing Soujanya Poria Luo Si 80 111 0 17 Mar 2022
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction Yubo Ma Zehao Wang Yixin Cao Mukai Li Meiqi Chen Kunze Wang Jing Shao 109 135 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 119 4 0 15 Feb 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention Carl Edwards Heng Ji 70 10 0 12 Feb 2022
Ontology-enhanced Prompt-tuning for Few-shot Learning Hongbin Ye Ningyu Zhang Shumin Deng Xiang Chen Hui Chen Feiyu Xiong Xi Chen Huajun Chen 177 66 0 27 Jan 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 134 49 0 18 Dec 2021
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding Sijia Wang Mo Yu Shiyu Chang Lichao Sun Lifu Huang 50 62 0 14 Oct 2021
EventBERT: A Pre-Trained Model for Event Correlation Reasoning Yucheng Zhou Xiubo Geng Tao Shen Guodong Long Daxin Jiang 103 50 0 13 Oct 2021
Joint Multimedia Event Extraction from Video and Article Brian Chen Xudong Lin Christopher Thomas Manling Li Shoya Yoshida Lovish Chum Heng Ji Shih-Fu Chang VGen 83 26 0 27 Sep 2021
A Survey on Deep Learning Event Extraction: Approaches and Applications Qian Li Jianxin Li Shuaiyi Nie Shiyao Cui Hongzhi Zhang ... Hao Peng Shu Guo Lihong Wang Amin Beheshti Philip S. Yu 117 48 0 05 Jul 2021
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition Meihan Tong Shuai Wang Bin Xu Yixin Cao Minghui Liu Lei Hou Juan-Zi Li 108 53 0 29 Jun 2021
Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations Qian Li Hao Peng Jianxin Li Hongzhi Zhang Yuanxing Ning Lihong Wang Philip S. Yu Ziyi Wang 52 26 0 23 Jun 2021
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction Yaojie Lu Hongyu Lin Jin Xu Xianpei Han Jialong Tang Annan Li Le Sun M. Liao Shaoyi Chen 69 280 0 17 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 100 25 0 11 Jun 2021
CLEVE: Contrastive Pre-training for Event Extraction Ziqi Wang Xiaozhi Wang Xu Han Yankai Lin Lei Hou Zhiyuan Liu Peng Li Juan-Zi Li Jie Zhou 84 118 0 30 May 2021
OntoED: Low-resource Event Detection with Ontology Embedding Shumin Deng Ningyu Zhang Luoqiu Li Hui Chen Huaixiao Tou Mosha Chen Fei Huang Huajun Chen 88 55 0 23 May 2021
Document-Level Event Argument Extraction by Conditional Generation Sha Li Heng Ji Jiawei Han 70 305 0 13 Apr 2021
AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning Yuhan Liu Saurabh Agarwal Shivaram Venkataraman OffRL 80 56 0 02 Feb 2021
Unsupervised Label-aware Event Trigger and Argument Classification Hongming Zhang Haoyu Wang Dan Roth 103 59 0 30 Dec 2020
Label Enhanced Event Detection with Heterogeneous Graph Attention Networks Shiyao Cui Yu Bowen Xin Cong Tingwen Liu Quangang Li Jinqiao Shi 44 8 0 03 Dec 2020
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification Juan Li Ruoxu Wang Ningyu Zhang Wen Zhang Fan Yang Huajun Chen VLM 87 40 0 30 Oct 2020
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction Amir Pouran Ben Veyseh Tuan Ngo Nguyen Thien Huu Nguyen GNN 106 48 0 26 Oct 2020
Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction Rui Feng Jie Yuan Chao Zhang 76 21 0 21 Oct 2020
TATL at W-NUT 2020 Task 2: A Transformer-based Baseline System for Identification of Informative COVID-19 English Tweets A. Nguyen MedIm 42 2 0 28 Aug 2020
Detecting Ongoing Events Using Contextual Word and Sentence Embeddings Mariano Maisonnave Fernando Delbianco F. Tohmé Ana Gabriela Maguitman E. Milios ObjD 28 3 0 02 Jul 2020
Extensively Matching for Few-shot Learning Event Detection Viet Dac Lai Franck Dernoncourt Thien Huu Nguyen 95 60 0 17 Jun 2020
Event Extraction by Answering (Almost) Natural Questions Xinya Du Claire Cardie 82 417 0 28 Apr 2020
MAVEN: A Massive General Domain Event Detection Dataset Xiaozhi Wang Ziqi Wang Xu Han Wangyi Jiang Rong Han Zhiyuan Liu Juan-Zi Li Peng Li Yankai Lin Jie Zhou 69 189 0 28 Apr 2020
Exploiting the Matching Information in the Support Set for Few Shot Event Classification Viet Dac Lai Franck Dernoncourt Thien Huu Nguyen 64 41 0 13 Feb 2020
Reading the Manual: Event Extraction as Definition Comprehension Yunmo Chen Tongfei Chen Seth Ebner Aaron Steven White Benjamin Van Durme 73 65 0 03 Dec 2019