CLEAR: Contrastive Learning for Sentence Representation

31 December 2020

Zhuofeng Wu

Sinong Wang

Madian Khabsa

Hao Ma

Papers citing "CLEAR: Contrastive Learning for Sentence Representation"

26 / 176 papers shown

Title
Contrastive Self-supervised Sequential Recommendation with Robust Augmentation Zhiwei Liu Yong-Guang Chen Jia Li Philip S. Yu Julian McAuley Caiming Xiong 6 162 0 14 Aug 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 155 329 0 12 Aug 2021
SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation Xin Wang Yasheng Wang Fei Mi Pingyi Zhou Yao Wan Xiao Liu Li Li Hao Wu Jin Liu Xin Jiang 23 111 0 10 Aug 2021
Improved Text Classification via Contrastive Adversarial Training Lin Pan Chung-Wei Hang Avirup Sil Saloni Potdar AAML 18 85 0 21 Jul 2021
A Survey on Data Augmentation for Text Classification Markus Bayer M. Kaufhold Christian A. Reuter 28 332 0 07 Jul 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Dong Wang Ning Ding Pijian Li Haitao Zheng AAML 24 115 0 01 Jul 2021
SAS: Self-Augmentation Strategy for Language Model Pre-training Yifei Xu Jingqiao Zhang Ru He Liangzhu Ge Chao Yang Cheng Yang Ying Wu 26 1 0 14 Jun 2021
High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning Antoine Grosnit Rasul Tutunov A. Maraval Ryan-Rhys Griffiths Alexander I. Cowen-Rivers ... Wenlong Lyu Zhitang Chen Jun Wang Jan Peters Haitham Bou-Ammar BDL DRL 14 58 0 07 Jun 2021
Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene Ruikun Luo Guanhuan Huang Xiaojun Quan CLL 6 10 0 04 Jun 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 20 202 0 03 Jun 2021
Contrastive Fine-tuning Improves Robustness for Neural Rankers Xiaofei Ma Cicero Nogueira dos Santos Andrew O. Arnold 8 20 0 27 May 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Yu Wu Weiran Xu SSL 17 546 0 25 May 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation Xiao Pan Mingxuan Wang Liwei Wu Lei Li 13 200 0 20 May 2021
Sentence Similarity Based on Contexts Xiaofei Sun Yuxian Meng Xiang Ao Fei Wu Tianwei Zhang Jiwei Li Chun Fan 12 29 0 17 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 6 3,248 0 18 Apr 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Fangyu Liu Ivan Vulić Anna Korhonen Nigel Collier VLM OffRL 11 117 0 16 Apr 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 8 234 0 15 Apr 2021
Disentangled Contrastive Learning for Learning Robust Textual Representations Xiang Chen Xin Xie Zhen Bi Hongbin Ye Shumin Deng Ningyu Zhang Huajun Chen 23 5 0 11 Apr 2021
Unsupervised Document Embedding via Contrastive Augmentation Dongsheng Luo Wei Cheng Jingchao Ni Wenchao Yu Xuchao Zhang ... Yanchi Liu Zhengzhang Chen Dongjin Song Haifeng Chen Xiang Zhang SSL 18 11 0 26 Mar 2021
Structure Inducing Pre-Training Matthew B. A. McDermott Brendan Yap Peter Szolovits Marinka Zitnik 30 18 0 18 Mar 2021
A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives Nils Rethmeier Isabelle Augenstein SSL VLM 82 90 0 25 Feb 2021
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song 122 202 0 16 Feb 2021
CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models Yusheng Su Xu Han Yankai Lin Zhengyan Zhang Zhiyuan Liu Peng Li Jie Zhou Maosong Sun 11 10 0 07 Feb 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup Luyu Gao Yunyi Zhang Jiawei Han Jamie Callan 15 90 0 18 Jan 2021
Certified Robustness to Adversarial Word Substitutions Robin Jia Aditi Raghunathan Kerem Göksel Percy Liang AAML 178 290 0 03 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,950 0 20 Apr 2018