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"

50 / 220 papers shown

Title
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass Bowen Zhang Zixin Song Chunping Li 24 0 0 01 May 2025
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering Zhonghao Li Kunpeng Zhang Jinghuai Ou Shuliang Liu Xuming Hu 61 0 0 28 Apr 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 57 0 0 12 Mar 2025
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation Ziqiang Cui Yunpeng Weng Xing Tang Xiaokun Zhang Dugang Liu ... Peiyang Liu Bowei He Weihong Luo Xiuqiang He Chen Ma AI4TS 80 0 0 06 Mar 2025
Set-Theoretic Compositionality of Sentence Embeddings Naman Bansal Yash Mahajan Sanjeev Kumar Sinha S. Karmaker CoGe 72 0 0 28 Feb 2025
Neuro-Symbolic Contrastive Learning for Cross-domain Inference Mingyue Liu Ryo Ueda Zhen Wan Katsumi Inoue Chris G. Willcocks NAI 70 0 0 13 Feb 2025
CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction Jinlin Li Xiao Zhou 36 0 0 13 Jan 2025
Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning En Fu Yanyan Hu AI4TS 31 0 0 30 Dec 2024
SE-GCL: An Event-Based Simple and Effective Graph Contrastive Learning for Text Representation Tao Meng Wei Ai Jianbin Li Ze Wang Yuntao Shou Keqin Li AI4TS 69 0 0 16 Dec 2024
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence Qianren Mao Weifeng Jiang J. Liu Chenghua Lin Qian Li Xianqing Wen Jianxin Li Jinhu Lu 67 0 0 01 Dec 2024
A Practical Guide to Fine-tuning Language Models with Limited Data Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 44 2 0 14 Nov 2024
Zipfian Whitening Sho Yokoi Han Bao Hiroto Kurita Hidetoshi Shimodaira 27 0 0 01 Nov 2024
Length-Induced Embedding Collapse in Transformer-based Models Yuqi Zhou Sunhao Dai Zhanshuo Cao Xiao Zhang Jun Xu 37 0 0 31 Oct 2024
Building A Coding Assistant via the Retrieval-Augmented Language Model Xinze Li Hanbin Wang Zhenghao Liu S. Yu Shuo Wang Yukun Yan Yukai Fu Yu Gu Ge Yu 3DV RALM 21 2 0 21 Oct 2024
Controllable Discovery of Intents: Incremental Deep Clustering Using Semi-Supervised Contrastive Learning Mrinal Rawat Hithesh Sankararaman Victor Barrès 21 0 0 18 Oct 2024
CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages Pretam Ray Jivnesh Sandhan Amrith Krishna Pawan Goyal 18 0 0 09 Oct 2024
VectorSearch: Enhancing Document Retrieval with Semantic Embeddings and Optimized Search Solmaz Seyed Monir Irene Lau Shubing Yang Dongfang Zhao 18 6 0 25 Sep 2024
ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings Jangyeong Jeon Sangyeon Cho Minuk Ma Junyoung Kim 16 0 0 28 Aug 2024
SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing Pengjie Liu Wang Zhang Yulong Ding Xuefeng Zhang Shuang-Hua Yang AILaw 27 1 0 19 Aug 2024
A Debiased Nearest Neighbors Framework for Multi-Label Text Classification Zifeng Cheng Zhiwei Jiang Yafeng Yin Zhaoling Chen Cong Wang Shiping Ge Qiguo Huang Qing Gu 34 0 0 06 Aug 2024
Spatial-Temporal Cross-View Contrastive Pre-training for Check-in Sequence Representation Learning Letian Gong Huaiyu Wan S. Guo Xiucheng Li Yan Lin Erwen Zheng Tianyi Wang Zeyu Zhou Youfang Lin AI4TS 46 1 0 22 Jul 2024
Space Decomposition for Sentence Embedding Wuttikorn Ponwitayarat Peerat Limkonchotiwat E. Chuangsuwanich Sarana Nutanong 24 0 0 05 Jun 2024
Question-Based Retrieval using Atomic Units for Enterprise RAG Vatsal Raina Mark J. F. Gales 27 7 0 20 May 2024
Hummer: Towards Limited Competitive Preference Dataset Li Jiang Yusen Wu Junwu Xiong Jingqing Ruan Yichuan Ding Qingpei Guo Zujie Wen Jun Zhou Xiaotie Deng 29 6 0 19 May 2024
SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection Yingguang Yang Qi Wu Buyun He Hao Peng Renyu Yang Zhifeng Hao Yong Liao AAML 50 5 0 18 May 2024
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings Kang Liu 19 3 0 25 Apr 2024
Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications Chihiro Yano Akihiko Fukuchi Shoko Fukasawa Hideyuki Tachibana Yotaro Watanabe 39 2 0 26 Mar 2024
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning Cong-Duy Nguyen Thong Nguyen Xiaobao Wu A. Luu 35 10 0 26 Mar 2024
Making Sentence Embeddings Robust to User-Generated Content Lydia Nishimwe Benoît Sagot Rachel Bawden 3DV 23 1 0 25 Mar 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning J. Asl Prajwal Panzade Eduardo Blanco Daniel Takabi Zhipeng Cai SSL 21 2 0 17 Mar 2024
LLMvsSmall Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model Linmei Hu Hongyu He Duokang Wang Ziwang Zhao Yingxia Shao Liqiang Nie 19 15 0 12 Mar 2024
Leveraging Diverse Modeling Contexts with Collaborating Learning for Neural Machine Translation Yusheng Liao Yanfeng Wang Yu Wang AI4CE 21 0 0 28 Feb 2024
Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient Mingxin Li Richong Zhang Zhijie Nie SSL 17 0 0 28 Feb 2024
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning Aivin V. Solatorio 27 18 0 26 Feb 2024
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering Peijie Sun Le Wu Kun Zhang Xiangzhi Chen Mengdi Wang 26 20 0 18 Feb 2024
FGeo-HyperGNet: Geometric Problem Solving Integrating Formal Symbolic System and Hypergraph Neural Network Xiaokai Zhang Na Zhu Cheng Qin Yang Li Zhen Zeng Tuo Leng AI4CE 19 0 0 18 Feb 2024
Multi-Intent Attribute-Aware Text Matching in Searching Mingzhe Li Xiuying Chen Jing Xiang Qishen Zhang Changsheng Ma Chenchen Dai Jinxiong Chang Zhongyi Liu Guannan Zhang 16 3 0 12 Feb 2024
Previously on the Stories: Recap Snippet Identification for Story Reading JiangNan Li Qiujing Wang Liyan Xu Wenjie Pang Mo Yu Zheng Lin Weiping Wang Jie Zhou 37 3 0 11 Feb 2024
Jointly Learning Representations for Map Entities via Heterogeneous Graph Contrastive Learning Jiawei Jiang Yifan Yang Jingyuan Wang Junjie Wu AI4TS 14 2 0 09 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 25 0 0 05 Feb 2024
NNOSE: Nearest Neighbor Occupational Skill Extraction Mike Zhang Rob van der Goot Min-Yen Kan Barbara Plank 21 3 0 30 Jan 2024
LegalDuet: Learning Fine-grained Representations for Legal Judgment Prediction via a Dual-View Contrastive Learning Pengjie Liu Xin Dai Zhenghao Liu Huiyuan Xie Xiaoyuan Yi Yu Gu Yukun Yan Liner Yang Shuang-Hua Yang Ge Yu AILaw ELM 47 0 0 27 Jan 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Xinghao Wang Junliang He Pengyu Wang Yunhua Zhou Tianxiang Sun Xipeng Qiu AI4TS 28 2 0 24 Jan 2024
Contrastive Learning in Distilled Models Valerie Lim Kai Wen Ng Kenneth Lim 11 0 0 23 Jan 2024
Anisotropy Is Inherent to Self-Attention in Transformers Nathan Godey Eric Villemonte de la Clergerie Benoît Sagot 13 16 0 22 Jan 2024
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models Yihong Liu Chunlan Ma Haotian Ye Hinrich Schütze 25 1 0 12 Jan 2024
Unsupervised hard Negative Augmentation for contrastive learning Yuxuan Shu Vasileios Lampos 23 0 0 05 Jan 2024
Sim-GPT: Text Similarity via GPT Annotated Data Shuhe Wang Beiming Cao Shengyu Zhang Xiaoya Li Jiwei Li Fei Wu Guoyin Wang Eduard Hovy 35 2 0 09 Dec 2023
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding Xuxin Cheng Bowen Cao Qichen Ye Zhihong Zhu Hongxiang Li Yuexian Zou 24 25 0 19 Nov 2023
How Well Do Text Embedding Models Understand Syntax? Yan Zhang Zhaopeng Feng Zhiyang Teng Zuozhu Liu Haizhou Li 33 3 0 14 Nov 2023