Few-Shot Event Detection with Prototypical Amortized Conditional Random
Field

Few-Shot Event Detection with Prototypical Amortized Conditional Random Field

4 December 2020

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

17 / 17 papers shown

Title
Label Enhanced Event Detection with Heterogeneous Graph Attention Networks Shiyao Cui Yu Bowen Xin Cong Tingwen Liu Quangang Li Jinqiao Shi 14 8 0 03 Dec 2020
Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering Xin Cong Yu Bowen Tingwen Liu Shiyao Cui Hengzhu Tang Bin Wang 36 21 0 23 Jun 2020
Extensively Matching for Few-shot Learning Event Detection Viet Dac Lai Franck Dernoncourt Thien Huu Nguyen 68 60 0 17 Jun 2020
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network Yutai Hou Wanxiang Che Y. Lai Zhihan Zhou Yijia Liu Han Liu Ting Liu 29 192 0 10 Jun 2020
Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation Shiyao Cui Bowen Yu Tingwen Liu Zhenyu Zhang Xuebin Wang Jinqiao Shi GNN 17 7 0 25 Feb 2020
Exploiting the Matching Information in the Support Set for Few Shot Event Classification Viet Dac Lai Franck Dernoncourt Thien Huu Nguyen 52 41 0 13 Feb 2020
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection Shumin Deng Ningyu Zhang Jiaojian Kang Yichi Zhang Wei Zhang Huajun Chen 57 133 0 25 Oct 2019
Few-shot classification in Named Entity Recognition Task Alexander Fritzler V. Logacheva M. Kretov 44 199 0 14 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 953 93,936 0 11 Oct 2018
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation Xiao Liu Zhunchen Luo Heyan Huang GNN 53 343 0 24 Sep 2018
Bayesian Model-Agnostic Meta-Learning Taesup Kim Jaesik Yoon Ousmane Amadou Dia Sungwoong Kim Yoshua Bengio Sungjin Ahn UQCV BDL 269 499 0 11 Jun 2018
Meta-Learning Probabilistic Inference For Prediction Jonathan Gordon J. Bronskill Matthias Bauer Sebastian Nowozin Richard Turner BDL 106 263 0 24 May 2018
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 203 4,035 0 16 Nov 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 213 8,072 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 759 11,793 0 09 Mar 2017
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 290 7,299 0 13 Jun 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 362 16,962 0 20 Dec 2013