Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering

15 March 2022

Ruifeng Xu

Papers citing "Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering"

37 / 37 papers shown

Title
Integrating Deep Event-Level and Script-Level Information for Script Event Prediction Long Bai Saiping Guan Jiafeng Guo Zixuan Li Xiaolong Jin Xueqi Cheng 47 23 0 24 Sep 2021
Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation Haoran Yang W. Lam Pijian Li 50 15 0 03 Sep 2021
R-Drop: Regularized Dropout for Neural Networks Xiaobo Liang Lijun Wu Juntao Li Yue Wang Qi Meng Tao Qin Wei Chen Hao Fei Tie-Yan Liu 73 435 0 28 Jun 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 56 55 0 23 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 231 3,371 0 18 Apr 2021
Supporting Clustering with Contrastive Learning Dejiao Zhang Feng Nan Xiaokai Wei Shang-Wen Li Henghui Zhu Kathleen McKeown Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 66 199 0 24 Mar 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 270 2,338 0 04 Mar 2021
GraphPlan: Story Generation by Planning with Event Graph Hong Chen Raphael Shu Hiroya Takamura Hideki Nakayama 40 25 0 05 Feb 2021
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 245 4,036 0 20 Nov 2020
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries Q. Hu Tianlin Li Wei Hu Guo-Jun Qi SSL 38 153 0 17 Nov 2020
Joint Constrained Learning for Event-Event Relation Extraction Haoyu Wang Muhao Chen Hongming Zhang Dan Roth NAI 52 120 0 13 Oct 2020
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Jena D. Hwang Chandra Bhagavatula Ronan Le Bras Jeff Da Keisuke Sakaguchi Antoine Bosselut Yejin Choi 73 409 0 12 Oct 2020
Event Representation with Sequential, Semi-Supervised Discrete Variables Mehdi Rezaee Francis Ferraro BDL DRL 50 14 0 09 Oct 2020
Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations Changlong Yu Hongming Zhang Yangqiu Song Wilfred Ng Lifeng Shang 32 12 0 21 Jun 2020
Online Deep Clustering for Unsupervised Representation Learning Xiaohang Zhan Jiahao Xie Ziwei Liu Yew-Soon Ong Chen Change Loy OOD 84 186 0 18 Jun 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 213 4,065 0 17 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 325 6,773 0 13 Jun 2020
Prototypical Contrastive Learning of Unsupervised Representations Junnan Li Pan Zhou Caiming Xiong Guosheng Lin SSL DRL 132 971 0 11 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 139 4,520 0 23 Apr 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 446 3,422 0 09 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 319 18,686 0 13 Feb 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 159 12,050 0 13 Nov 2019
Self-labelling via simultaneous clustering and representation learning Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 100 770 0 13 Nov 2019
Event Representation Learning Enhanced with External Commonsense Knowledge Xiao Ding Kuo Liao Ting Liu Zhongyang Li Junwen Duan AIFin 67 60 0 09 Sep 2019
ASER: A Large-scale Eventuality Knowledge Graph Hongming Zhang Xin Liu Haojie Pan Yangqiu Song C. Leung SLR 59 162 0 01 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.4K 94,511 0 11 Oct 2018
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric Xing VLM 112 56 0 04 Sep 2018
Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze SSL 88 1,890 0 15 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 278 10,253 0 10 Jul 2018
Constructing Narrative Event Evolutionary Graph for Script Event Prediction Zhongyang Li Xiao Ding Ting Liu 55 194 0 14 May 2018
A Multi-Axis Annotation Scheme for Event Temporal Relations Qiang Ning Hao Wu Dan Roth 43 172 0 20 Apr 2018
Event Representations with Tensor-based Compositions Noah Weber Niranjan Balasubramanian Nathanael Chambers 50 66 0 21 Nov 2017
Event Representations for Automated Story Generation with Deep Neural Nets Lara J. Martin Prithviraj Ammanabrolu Xinyu Wang William Hancock Shruti Singh Brent Harrison Mark O. Riedl NAI 75 223 0 05 Jun 2017
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 328 13,123 0 12 Mar 2015
A Study of Entanglement in a Categorical Framework of Natural Language Dimitri Kartsaklis M. Sadrzadeh 82 65 0 12 May 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 178 4,251 0 04 Jun 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 621 31,469 0 16 Jan 2013