A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck

27 August 2022

Jie Zhou

Xuanjing Huang

Papers citing "A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck"

21 / 21 papers shown

Title
Enhancing Event-Level Sentiment Analysis with Structured Arguments Qi Zhang Jie Zhou Qin Chen Qinchun Bai Liangbo He 58 7 0 31 May 2022
CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction Jiaju Lin Qin Chen Jie Zhou Jian Jin Liangye He 37 23 0 01 May 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 65 132 0 24 Feb 2022
Graph Structure Learning with Variational Information Bottleneck Qingyun Sun Jianxin Li Hao Peng Hongzhi Zhang Xingcheng Fu Cheng Ji Philip S. Yu 62 160 0 16 Dec 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 167 3,934 0 28 Jul 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 39 277 0 17 Jun 2021
Variational Information Bottleneck for Effective Low-Resource Fine-Tuning Rabeeh Karimi Mahabadi Yonatan Belinkov James Henderson DRL 43 73 0 10 Jun 2021
Document-Level Event Argument Extraction by Conditional Generation Sha Li Heng Ji Jiawei Han 48 297 0 13 Apr 2021
Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction Rui Feng Jie Yuan Chao Zhang 36 21 0 21 Oct 2020
Event Extraction by Answering (Almost) Natural Questions Xinya Du Claire Cardie 51 410 0 28 Apr 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 249 10,591 0 17 Feb 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 310 1,606 0 21 Jan 2020
Reading the Manual: Event Extraction as Definition Comprehension Yunmo Chen Tongfei Chen Seth Ebner Aaron Steven White Benjamin Van Durme 37 63 0 03 Dec 2019
Multi-Sentence Argument Linking Seth Ebner Patrick Xia Ryan Culkin Kyle Rawlins Benjamin Van Durme HAI 60 159 0 09 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 163 10,720 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 328 19,824 0 23 Oct 2019
Specializing Word Embeddings (for Parsing) by Information Bottleneck Xiang Lisa Li Jason Eisner 52 66 0 01 Oct 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle Peter West Ari Holtzman Jan Buys Yejin Choi SSL 53 60 0 16 Sep 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations David Wadden Ulme Wennberg Yi Luan Hannaneh Hajishirzi 57 580 0 08 Sep 2019
Zero-Shot Transfer Learning for Event Extraction Lifu Huang Heng Ji Kyunghyun Cho Clare R. Voss 47 203 0 04 Jul 2017
Adversarial Multi-task Learning for Text Classification Pengfei Liu Xipeng Qiu Xuanjing Huang 103 609 0 19 Apr 2017