PCL: Peer-Contrastive Learning with Diverse Augmentations for
Unsupervised Sentence Embeddings

PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings

28 January 2022

Papers citing "PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings"

11 / 11 papers shown

Title
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering Zhonghao Li Kunpeng Zhang Jinghuai Ou Shuliang Liu Xuming Hu 64 0 0 28 Apr 2025
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis Euna Jung Jaeill Kim Jungmin Ko Jinwoo Park Wonjong Rhee 52 0 0 18 May 2024
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought Bowen Zhang Kehua Chang Chunping Li SSL 35 6 0 20 Sep 2023
Scaling Sentence Embeddings with Large Language Models Ting Jiang Shaohan Huang Zhongzhi Luan Deqing Wang Fuzhen Zhuang LRM 42 40 0 31 Jul 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 34 6 0 22 May 2023
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations Fangyu Liu Yunlong Jiao Jordan Massiah Emine Yilmaz Serhii Havrylov SSL 95 29 0 27 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 36 129 0 09 Sep 2021
Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction P. Su Yifan Peng K. Vijay-Shanker SSL 31 35 0 28 Apr 2021
Mutual Contrastive Learning for Visual Representation Learning Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu VLM SSL 99 75 0 26 Apr 2021
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 319 498 0 05 Mar 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 248 31,267 0 16 Jan 2013