v1v2 (latest)

An Unsupervised Sentence Embedding Method by Mutual Information Maximization

25 September 2020

Zuozhu Liu

Papers citing "An Unsupervised Sentence Embedding Method by Mutual Information Maximization"

44 / 44 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 161 1 0 28 Apr 2025
Contrastive Representation for Interactive Recommendation Jingyu Li Zhiyong Feng Dongxiao He Hongqi Chen Qinghang Gao Guoli Wu 71 0 0 24 Dec 2024
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 180 0 0 21 Oct 2024
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 282 9 0 12 Oct 2023
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective Pu Miao Zeyao Du Junlin Zhang SSL 77 7 0 14 Sep 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank Jiduan Liu Jiahao Liu Qifan Wang Jingang Wang Wei Wu Yunsen Xian Dongyan Zhao Kai Chen Rui Yan SSL 97 38 0 26 May 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering Bing Wang Ximing Li Zhiyao Yang Yuanyuan Guan Jiayin Li Sheng-sheng Wang 75 7 0 15 May 2023
Evaluating Embedding APIs for Information Retrieval Ehsan Kamalloo Xinyu Crystina Zhang Odunayo Ogundepo Nandan Thakur David Alfonso-Hermelo Mehdi Rezagholizadeh Jimmy J. Lin RALM 114 22 0 10 May 2023
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Zihao Chen H. Handa Kimiaki Shirahama 59 2 0 19 Jan 2023
Tsetlin Machine Embedding: Representing Words Using Logical Expressions Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Rohan Kumar Yadav Jivitesh Sharma NAI 54 13 0 02 Jan 2023
Towards Generalized Open Information Extraction Yu Bowen Zhenyu Zhang Jingyang Li Haiyang Yu Tingwen Liu Jianguo Sun Yongbin Li Bin Wang 73 1 0 29 Nov 2022
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding Jiali Zeng Yongjing Yin Yu Jiang Shuangzhi Wu Yunbo Cao SSL 68 13 0 07 Nov 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Yiming Chen Yan Zhang Bin Wang Zuozhu Liu Haizhou Li 62 26 0 30 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 110 9 0 20 Oct 2022
InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings Xing Wu Chaochen Gao Zijia Lin Jizhong Han Zhongyuan Wang Songlin Hu 63 33 0 08 Oct 2022
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning Shaobin Chen Jie Zhou Yuling Sun Liang He SSL 78 7 0 22 Sep 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian Chongyang Gao Soroush Vosoughi SSL 95 15 0 20 Sep 2022
Neural Embeddings for Text Oleg V. Vasilyev John Bohannon MILM 58 2 0 17 Aug 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision Zifeng Wang Jimeng Sun 91 25 0 29 Jun 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings Miaoran Zhang Marius Mosbach David Ifeoluwa Adelani Michael A. Hedderich Dietrich Klakow 89 36 0 22 Apr 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings Yung-Sung Chuang Rumen Dangovski Hongyin Luo Yang Zhang Shiyu Chang M. Soljavcić Shang-Wen Li Wen-tau Yih Yoon Kim James R. Glass 121 232 0 21 Apr 2022
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 109 15 0 25 Mar 2022
SCD: Self-Contrastive Decorrelation for Sentence Embeddings T. Klein Moin Nabi SSL 54 26 0 15 Mar 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Haochen Tan Wei Shao Han Wu Ke Yang Linqi Song 52 19 0 11 Mar 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities Bin Wang C.-C. Jay Kuo Haizhou Li ELM 81 30 0 05 Mar 2022
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding Rui Cao Yihao Wang Y. Liang Ling Gao Jie Zheng Jie Ren Zheng Wang 91 36 0 26 Feb 2022
Intent Contrastive Learning for Sequential Recommendation Yong-Guang Chen Zhiwei Liu Jia Li Julian McAuley Caiming Xiong 96 315 0 05 Feb 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 394 444 0 24 Jan 2022
Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval Shitao Xiao Zheng Liu Weihao Han Jianjin Zhang Yingxia Shao ... Hao Sun Denvy Deng Liangjie Zhang Qi Zhang Xing Xie 158 18 0 14 Jan 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts Ting Jiang Jian Jiao Shaohan Huang Zi-qiang Zhang Deqing Wang Fuzhen Zhuang Furu Wei Haizhen Huang Liangjie Zhang Qi Zhang 91 125 0 12 Jan 2022
Each Attribute Matters: Contrastive Attention for Sentence-based Image Editing Liuqing Zhao Fan Lyu Fuyuan Hu Kaizhu Huang Fenglei Xu Linyan Li 36 1 0 21 Oct 2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 98 29 0 16 Oct 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Che Liu Rui Wang Jinghua Liu Jian Sun Fei Huang Luo Si 100 40 0 26 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 121 133 0 09 Sep 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast Liang Wang Wei Zhao Jingming Liu 69 14 0 01 Sep 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 103 270 0 12 Aug 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Wu Weiran Xu SSL 129 562 0 25 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 303 3,442 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 124 121 0 16 Apr 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 165 235 0 15 Apr 2021
Structure Inducing Pre-Training Matthew B. A. McDermott Brendan Yap Peter Szolovits Marinka Zitnik 89 21 0 18 Mar 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 73 10 0 07 Feb 2021
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 92 406 0 14 Dec 2020
Self-supervised Document Clustering Based on BERT with Data Augment Haoxiang Shi Cen Wang SSL 60 8 0 17 Nov 2020