ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

25 May 2021

Rumei Li

Weiran Xu

Papers citing "ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer"

20 / 220 papers shown

Title
Simple Contrastive Representation Adversarial Learning for NLP Tasks Deshui Miao Jiaqi Zhang Wenbo Xie Jian Song Xin Li Lijuan Jia Ning Guo SSL 6 13 0 26 Nov 2021
Towards the Generalization of Contrastive Self-Supervised Learning Weiran Huang Mingyang Yi Xuyang Zhao Zihao Jiang SSL 13 105 0 01 Nov 2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 46 29 0 16 Oct 2021
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval Bohong Wu Zhuosheng Zhang Jinyuan Wang Hai Zhao VLM AI4TS 51 22 0 14 Oct 2021
Coarse to Fine: Video Retrieval before Moment Localization Zijian Gao Huanyu Liu Jingyun Liu 6 2 0 14 Oct 2021
Interpreting the Robustness of Neural NLP Models to Textual Perturbations Yunxiang Zhang Liangming Pan Samson Tan Min-Yen Kan 20 21 0 14 Oct 2021
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations Fangyu Liu Yunlong Jiao Jordan Massiah Emine Yilmaz Serhii Havrylov SSL 85 29 0 27 Sep 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Che Liu Rui Wang Jinghua Liu Jian Sun Fei Huang Luo Si 43 40 0 26 Sep 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models Qianchu Liu Fangyu Liu Nigel Collier Anna Korhonen Ivan Vulić 128 21 0 19 Sep 2021
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding Xing Wu Chaochen Gao Liangjun Zang Jizhong Han Zhongyuan Wang Songlin Hu SSL AILaw 31 129 0 09 Sep 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding Le-le Cao Emil Larsson Vilhelm von Ehrenheim Dhiana Deva Cavalcanti Rocha Anna Martin Sonja Horn 11 5 0 07 Sep 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 26 258 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
A Survey on Data Augmentation for Text Classification Markus Bayer M. Kaufhold Christian A. Reuter 28 332 0 07 Jul 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
Structure Inducing Pre-Training Matthew B. A. McDermott Brendan Yap Peter Szolovits Marinka Zitnik 30 18 0 18 Mar 2021
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,833 0 08 Jul 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 243 7,633 0 03 Jul 2012