An Information Minimization Based Contrastive Learning Model for
Unsupervised Sentence Embeddings Learning

An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning

22 September 2022

Jie Zhou

Papers citing "An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning"

8 / 8 papers shown

Title
SCD: Self-Contrastive Decorrelation for Sentence Embeddings T. Klein Moin Nabi SSL 45 25 0 15 Mar 2022
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 255 3,386 0 18 Apr 2021
Whitening Sentence Representations for Better Semantics and Faster Retrieval Jianlin Su Jiarun Cao Weijie Liu Yangyiwen Ou 51 302 0 29 Mar 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 159 205 0 16 Feb 2021
On the Sentence Embeddings from Pre-trained Language Models Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 70 219 0 02 Nov 2020
What Makes for Good Views for Contrastive Learning? Yonglong Tian Chen Sun Ben Poole Dilip Krishnan Cordelia Schmid Phillip Isola SSL 90 1,327 0 20 May 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.2K 12,181 0 27 Aug 2019
Deep Learning and the Information Bottleneck Principle Naftali Tishby Noga Zaslavsky DRL 183 1,582 0 09 Mar 2015