InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings

8 October 2022

Papers citing "InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings"

25 / 25 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
TNCSE: Tensor's Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings Tianyu Zong Bingkang Shi Hongzhu Yi Jungang Xu SSL 60 0 0 17 Mar 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
Some Like It Small: Czech Semantic Embedding Models for Industry Applications Jirí Bednár Jakub Náplava Petra Barancíková Ondrej Lisický 30 5 0 23 Nov 2023
Women Wearing Lipstick: Measuring the Bias Between an Object and Its Related Gender Ahmed Sabir Lluís Padró 25 0 0 29 Oct 2023
Non-contrastive sentence representations via self-supervision M. Farina D. Pappadopulo SSL 23 1 0 26 Oct 2023
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning Ping Guo Xiangpeng Wei Yue Hu Baosong Yang Dayiheng Liu Fei Huang Jun Xie 26 2 0 26 Oct 2023
Length is a Curse and a Blessing for Document-level Semantics Chenghao Xiao Yizhi Li ♣. G. Thomas Hudson ♠ Chenghua Al Moubayed 30 6 0 24 Oct 2023
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning Huiming Wang Zhaodonghui Li Liying Cheng De Wen Soh Lidong Bing 26 2 0 17 Oct 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings Zhuofeng Wu Chaowei Xiao V. Vydiswaran 25 2 0 15 Oct 2023
Semi-supervised News Discourse Profiling with Contrastive Learning Ming Li Ruihong Huang 26 1 0 20 Sep 2023
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model Mingxin Li Richong Zhang Zhijie Nie Yongyi Mao 31 1 0 12 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
Composition-contrastive Learning for Sentence Embeddings Sachin Chanchani Ruihong Huang 27 13 0 14 Jul 2023
AdaptiveRec: Adaptively Construct Pairs for Contrastive Learning in Sequential Recommendation Jaeheyoung Jeon Jung Hyun Ryu Jewoong Cho Myung-joo Kang 16 1 0 07 Jul 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank Jiduan Liu Jiahao Liu Qifan Wang Jingang Wang Wei Yu Wu Yunsen Xian Dongyan Zhao Kai Chen Rui Yan SSL 21 35 0 26 May 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
Adapting Sentence Transformers for the Aviation Domain Liya Wang Jason Chou Dave Rouck A. Tien Diane M. Baumgartner AI4TS 20 4 0 16 May 2023
Weighted Sampling for Masked Language Modeling Linhan Zhang Qian Chen Wen Wang Chong Deng Xin Cao Kongzhang Hao Yuxin Jiang Wen Wang 26 2 0 28 Feb 2023
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning Chenghao Xiao Yang Long Noura Al Moubayed 24 8 0 18 Dec 2022
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings T. Klein Moin Nabi SSL 26 15 0 09 Nov 2022
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
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 231 971 0 17 Apr 2021
Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder Shuqi Lu Di He Chenyan Xiong Guolin Ke Waleed Malik Zhicheng Dou Paul N. Bennett Tie-Yan Liu Arnold Overwijk RALM 37 11 0 18 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 125 202 0 16 Feb 2021