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Few-Shot Event Detection with Prototypical Amortized Conditional Random
  Field
v1v2 (latest)

Few-Shot Event Detection with Prototypical Amortized Conditional Random Field

Findings (Findings), 2020
4 December 2020
Xin Cong
Shiyao Cui
Yu Bowen
Tingwen Liu
Yubin Wang
Bin Wang
ArXiv (abs)PDFHTMLGithub (30★)

Papers citing "Few-Shot Event Detection with Prototypical Amortized Conditional Random Field"

13 / 13 papers shown
Meta In-Context Learning Makes Large Language Models Better Zero and
  Few-Shot Relation Extractors
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors
Guozheng Li
Peng Wang
Jiajun Liu
Yikai Guo
Ke Ji
Ziyu Shang
Zijie Xu
LRM
280
26
0
27 Apr 2024
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
327
24
0
12 Jun 2023
MsPrompt: Multi-step Prompt Learning for Debiasing Few-shot Event
  Detection
MsPrompt: Multi-step Prompt Learning for Debiasing Few-shot Event DetectionInformation Processing & Management (IPM), 2023
Siyuan Wang
Jianming Zheng
Xuejun Hu
Fei Cai
Chengyu Song
Xueshan Luo
267
8
0
16 May 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 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
196
13
0
15 Nov 2022
HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event
  Detection with Task-Adaptive Threshold
HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive ThresholdConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Rui-lan Zhang
Wei Wei
Xian-Ling Mao
Rui Fang
Dangyang Chen
289
14
0
17 Oct 2022
Event Extraction: A Survey
Event Extraction: A Survey
Viet Dac Lai
401
12
0
07 Oct 2022
Few-shot Incremental Event Detection
Few-shot Incremental Event Detection
Hao Wang
Hanwen Shi
Jianyong Duan
437
3
0
05 Sep 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
364
4
0
15 Feb 2022
Few-shot Named Entity Recognition with Cloze Questions
Few-shot Named Entity Recognition with Cloze Questions
V. Gatta
V. Moscato
Marco Postiglione
Giancarlo Sperlí
213
4
0
24 Nov 2021
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection
  via Causal Intervention
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention
Jiawei Chen
Hongyu Lin
Xianpei Han
Le Sun
300
30
0
13 Sep 2021
Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot
  Event Classification
Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event ClassificationInternational Conference on Information and Knowledge Management (CIKM), 2021
Peiyi Wang
Runxin Xu
Tianyu Liu
Damai Dai
Baobao Chang
Zhifang Sui
198
16
0
29 Aug 2021
DEGREE: A Data-Efficient Generation-Based Event Extraction Model
DEGREE: A Data-Efficient Generation-Based Event Extraction ModelNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
I-Hung Hsu
Kuan-Hao Huang
Elizabeth Boschee
Scott Miller
Premkumar Natarajan
Kai-Wei Chang
Nanyun Peng
408
213
0
29 Aug 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
361
69
0
05 Jul 2021
1
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