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Unsupervised Label-aware Event Trigger and Argument Classification
v1v2 (latest)

Unsupervised Label-aware Event Trigger and Argument Classification

Findings (Findings), 2020
30 December 2020
Hongming Zhang
Haoyu Wang
Dan Roth
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Label-aware Event Trigger and Argument Classification"

24 / 24 papers shown
Identifying and Investigating Global News Coverage of Critical Events Such as Disasters and Terrorist Attacks
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
184
1
0
15 Jun 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection
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
471
0
0
24 Feb 2025
Event prediction and causality inference despite incomplete information
Event prediction and causality inference despite incomplete information
Harrison Lam
Yuanjie Chen
Noboru Kanazawa
Mohammad Chowdhury
Anna Battista
Stephan Waldert
171
1
0
09 Jun 2024
RAG-based Crowdsourcing Task Decomposition via Masked Contrastive
  Learning with Prompts
RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts
Jing Yang
Xiao Wang
Yu Zhao
Yuhang Liu
Fei-Yue Wang
227
5
0
04 Jun 2024
Targeted Augmentation for Low-Resource Event Extraction
Targeted Augmentation for Low-Resource Event Extraction
Sijia Wang
Lifu Huang
386
4
0
14 May 2024
Improving Event Definition Following For Zero-Shot Event Detection
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
365
15
0
05 Mar 2024
On the use of Silver Standard Data for Zero-shot Classification Tasks in
  Information Extraction
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction
Jianwei Wang
Tianyin Wang
Huiping Zhuang
449
3
0
28 Feb 2024
Information Type Classification with Contrastive Task-Specialized
  Sentence Encoders
Information Type Classification with Contrastive Task-Specialized Sentence Encoders
Philipp Seeberger
Tobias Bocklet
Korbinian Riedhammer
180
1
0
18 Dec 2023
The Devil is in the Details: On the Pitfalls of Event Extraction
  Evaluation
The Devil is in the Details: On the Pitfalls of Event Extraction EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Hao Peng
Xiaozhi Wang
Feng Yao
Kaisheng Zeng
Lei Hou
Juanzi Li
Zhiyuan Liu
Weixing Shen
309
24
0
12 Jun 2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning
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
209
19
0
27 May 2023
EDM3: Event Detection as Multi-task Text Generation
EDM3: Event Detection as Multi-task Text Generation
Ujjwala Anantheswaran
Himanshu Gupta
Mihir Parmar
Kuntal Kumar Pal
Chitta Baral
259
6
0
25 May 2023
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text
  Data Generation with Large Language Models
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
330
22
0
24 May 2023
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event
  Extraction
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction
Erica Cai
Brendan O'Connor
210
6
0
24 May 2023
Few-shot Event Detection: An Empirical Study and a Unified View
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
266
14
0
03 May 2023
Judicial Intelligent Assistant System: Extracting Events from Divorce
  Cases to Detect Disputes for the Judge
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
234
3
0
23 Mar 2023
Global Constraints with Prompting for Zero-Shot Event Argument
  Classification
Global Constraints with Prompting for Zero-Shot Event Argument ClassificationFindings (Findings), 2023
Zizheng Lin
Hongming Zhang
Yangqiu Song
203
20
0
09 Feb 2023
Efficient Zero-shot Event Extraction with Context-Definition Alignment
Efficient Zero-shot Event Extraction with Context-Definition AlignmentConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hongming Zhang
Wenlin Yao
Dong Yu
215
15
0
09 Nov 2022
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence
  Controller
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence ControllerConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhaowei Wang
Hongming Zhang
Tianqing Fang
Yangqiu Song
Ginny Wong
Simon See
264
15
0
13 Oct 2022
Zero-Shot On-the-Fly Event Schema Induction
Zero-Shot On-the-Fly Event Schema InductionFindings (Findings), 2022
Rotem Dror
Haoyu Wang
Dan Roth
305
22
0
12 Oct 2022
Are All Steps Equally Important? Benchmarking Essentiality Detection of
  Events
Are All Steps Equally Important? Benchmarking Essentiality Detection of EventsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Haoyu Wang
Hongming Zhang
Yueguan Wang
Yuqian Deng
Muhao Chen
Dan Roth
350
1
0
08 Oct 2022
Event Extraction: A Survey
Event Extraction: A Survey
Viet Dac Lai
386
12
0
07 Oct 2022
GENEVA: Benchmarking Generalizability for Event Argument Extraction with
  Hundreds of Event Types and Argument Roles
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
420
33
0
25 May 2022
P4E: Few-Shot Event Detection as Prompt-Guided Identification and
  Localization
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization
Sha Li
Liyuan Liu
Yiqing Xie
Heng Ji
Jiawei Han
346
4
0
15 Feb 2022
Query and Extract: Refining Event Extraction as Type-oriented Binary
  Decoding
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding
Sijia Wang
Mo Yu
Shiyu Chang
Lichao Sun
Lifu Huang
205
69
0
14 Oct 2021
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