LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification

3 June 2021

Xinyu Zuo

Pengfei Cao

Yubo Chen

Kang Liu

Jun Zhao

Weihua Peng

Yuguang Chen

ArXiv (abs)PDF HTML

Papers citing "LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification"

20 / 20 papers shown

Title
KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision Xinyu Zuo Yubo Chen Kang Liu Jun Zhao 46 68 0 21 Oct 2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing Ruisheng Cao Su Zhu Chenyu Yang Chen Liu Rao Ma Yanbin Zhao Lu Chen Kai Yu 69 47 0 27 May 2020
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation Lei Shen Yang Feng 114 87 0 01 May 2020
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning Shang-Yu Su Chao-Wei Huang Yun-Nung Chen 77 26 0 30 Apr 2020
DARE: Data Augmented Relation Extraction with GPT-2 Yannis Papanikolaou Andrea Pierleoni 48 76 0 06 Apr 2020
Adversarial Examples Improve Image Recognition Cihang Xie Mingxing Tan Boqing Gong Jiang Wang Alan Yuille Quoc V. Le AAML 129 566 0 21 Nov 2019
Semantic Parsing with Dual Learning Ruisheng Cao Su Zhu Chen Liu Jieyu Li Kai Yu 70 62 0 10 Jul 2019
Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization Hai Ye Wenjie Li Lu Wang 52 23 0 03 Jun 2019
Augmenting Data with Mixup for Sentence Classification: An Empirical Study Hongyu Guo Yongyi Mao Richong Zhang 76 235 0 22 May 2019
Dual Supervised Learning for Natural Language Understanding and Generation Shang-Yu Su Chao-Wei Huang Yun-Nung Chen 123 38 0 15 May 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 137 2,321 0 29 Apr 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 119 1,962 0 31 Jan 2019
Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs Claude Coulombe 63 120 0 05 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Inferring Narrative Causality between Event Pairs in Films Zhichao Hu M. Walker NAI 18 25 0 30 Aug 2017
Inference of Fine-Grained Event Causality from Blogs and Films Zhichao Hu Elahe Rahimtoroghi M. Walker 33 34 0 30 Aug 2017
A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events Prafulla Kumar Choubey Ruihong Huang BDL 42 42 0 23 Jul 2017
Dual Supervised Learning Yingce Xia Tao Qin Wei-neng Chen Jiang Bian Nenghai Yu Tie-Yan Liu SSL 119 143 0 03 Jul 2017
Extracting Temporal and Causal Relations between Events Paramita Mirza 39 84 0 27 Apr 2016
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 270 6,130 0 04 Sep 2015