Contrastive Self-Supervised Learning for Commonsense Reasoning

2 May 2020

Papers citing "Contrastive Self-Supervised Learning for Commonsense Reasoning"

22 / 22 papers shown

Title
Dictionary-Assisted Supervised Contrastive Learning Patrick Y. Wu Richard Bonneau Joshua A. Tucker Jonathan Nagler CLIP 57 0 0 27 Oct 2022
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation Guanglei Yang Enrico Fini Dan Xu Paolo Rota Mingli Ding Moin Nabi Xavier Alameda-Pineda Elisa Ricci CLL 82 67 0 26 Mar 2022
SCD: Self-Contrastive Decorrelation for Sentence Embeddings T. Klein Moin Nabi SSL 54 26 0 15 Mar 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Haochen Tan Wei Shao Han Wu Ke Yang Linqi Song 52 19 0 11 Mar 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mańdziuk 216 43 0 28 Jan 2022
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models T. Klein Moin Nabi ReLM LRM 91 9 0 10 Sep 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization Junpeng Liu Yanyan Zou Hainan Zhang Hongshen Chen Zhuoye Ding Caixia Yuan Xiaojie Wang 65 66 0 10 Sep 2021
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense Wanyun Cui Xingran Chen 90 6 0 06 Sep 2021
An Empirical Study of Graph Contrastive Learning Yanqiao Zhu Yichen Xu Qiang Liu Shu Wu 97 173 0 02 Sep 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction Minghan Shen Pratyay Banerjee Chitta Baral SSL 53 5 0 26 May 2021
TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning Lu Wang Xiaofu Chang Shuang Li Yunfei Chu Hui Li Wei Zhang Xiaofeng He Le Song Jingren Zhou Hongxia Yang 68 55 0 17 May 2021
Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction P. Su Yifan Peng K. Vijay-Shanker SSL 54 36 0 28 Apr 2021
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema Yanai Elazar Hongming Zhang Yoav Goldberg Dan Roth ReLM LRM 126 44 0 16 Apr 2021
Constructing Contrastive samples via Summarization for Text Classification with limited annotations Yangkai Du Tengfei Ma Lingfei Wu Fangli Xu Xuhong Zhang Bo Long S. Ji 43 10 0 11 Apr 2021
Self-supervised Regularization for Text Classification Meng Zhou Zechen Li P. Xie 60 16 0 09 Mar 2021
A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives Nils Rethmeier Isabelle Augenstein SSL VLM 159 94 0 25 Feb 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters Mengjie Zhao Yi Zhu Ehsan Shareghi Ivan Vulić Roi Reichart Anna Korhonen Hinrich Schütze 112 64 0 31 Dec 2020
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition Yun He Ziwei Zhu Yin Zhang Qin Chen James Caverlee AI4MH 87 109 0 08 Oct 2020
TreeGAN: Incorporating Class Hierarchy into Image Generation Ruisi Zhang Luntian Mou P. Xie GAN 58 1 0 16 Sep 2020
Contrastive Self-supervised Learning for Graph Classification Jiaqi Zeng P. Xie SSL 115 155 0 13 Sep 2020
On Commonsense Cues in BERT for Solving Commonsense Tasks Leyang Cui Sijie Cheng Yu Wu Yue Zhang SSL CML LRM 57 15 0 10 Aug 2020
CERT: Contrastive Self-supervised Learning for Language Understanding Hongchao Fang Sicheng Wang Meng Zhou Jiayuan Ding P. Xie ELM SSL 76 345 0 16 May 2020