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1707.01066
Cited By
Zero-Shot Transfer Learning for Event Extraction
4 July 2017
Lifu Huang
Heng Ji
Kyunghyun Cho
Clare R. Voss
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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
102
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
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