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Zero-Shot Transfer Learning for Event Extraction

Zero-Shot Transfer Learning for Event Extraction

4 July 2017
Lifu Huang
Heng Ji
Kyunghyun Cho
Clare R. Voss
ArXiv (abs)PDFHTML

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

50 / 54 papers shown
Title
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
86
0
0
24 Feb 2025
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying
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
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
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
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
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
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
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
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
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
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
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
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
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
Zero-Shot On-the-Fly Event Schema Induction
Rotem Dror
Haoyu Wang
Dan Roth
93
18
0
12 Oct 2022
Event Extraction: A Survey
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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