DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings

North American Chapter of the Association for Computational Linguistics (NAACL), 2022

21 April 2022

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Papers citing "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

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Title
SAVeD: Semantic Aware Version Discovery Artem Frenk Roee Shraga 72 0 0 21 Nov 2025
PatenTEB: A Comprehensive Benchmark and Model Family for Patent Text Embedding Iliass Ayaou Denis Cavallucci 52 0 0 25 Oct 2025
Text2Token: Unsupervised Text Representation Learning with Token Target Prediction Ruize An Richong Zhang Zhijie Nie Zhanyu Wu Yanzhao Zhang Dingkun Long 72 0 0 11 Oct 2025
Context-Aware Language Models for Forecasting Market Impact from Sequences of Financial News Ross Koval Nicholas Andrews Xifeng Yan AIFin 124 0 0 15 Sep 2025
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey Meishan Zhang Xin Zhang X. Zhao Shouzheng Huang Baotian Hu Min Zhang 177 3 0 28 Jul 2025
Provably Learning from Language Feedback Wanqiao Xu Allen Nie Ruijie Zheng Aditya Modi Adith Swaminathan Ching-An Cheng 320 2 0 12 Jun 2025
SAS-Bench: A Fine-Grained Benchmark for Evaluating Short Answer Scoring with Large Language Models Peichao Lai Jianchao Tan Yi Lin Lingling Zhang Feiyang Ye ... Zifei Shan Bin Wang Longji Xu Wentao Zhang Bin Cui ELM LRM 415 0 0 12 May 2025
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward PassAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Bowen Zhang Zixin Song Chunping Li 160 2 0 01 May 2025
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering Zhonghao Li Kunpeng Zhang Jinghuai Ou Qi Zheng Xuming Hu 375 2 0 28 Apr 2025
Out-of-the-Box Conditional Text Embeddings from Large Language Models Kosuke Yamada Peinan Zhang 136 2 0 23 Apr 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 214 1 0 12 Mar 2025
OASIS: Order-Augmented Strategy for Improved Code SearchAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Zuchen Gao Zizheng Zhan Xianming Li Erxin Yu Haotian Zhang Haotian Zhang Bin Chen Yuqun Zhang Jing Li 336 4 0 11 Mar 2025
Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization Improves Industrial-Scale Ads Ranking Ilqar Ramazanli Hamid Eghbalzadeh Xiaoyi Liu Yang Wang Jiaxiang Fu Kaushik Rangadurai Sem Park Bo Long Xue Feng 259 1 0 05 Feb 2025
CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security ResearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Sian-Yao Huang Cheng-Lin Yang Hongpeng Zhou Chun-Ying Huang 151 6 0 02 Nov 2024
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge RetrieversNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 436 4 0 26 Oct 2024
Self-Supervised Learning of Disentangled Representations for Multivariate Time-Series Ching Chang Chiao-Tung Chan Wei-Yao Wang Chao-Han Huck Yang Tien-Fu Chen AI4TS 247 1 0 16 Oct 2024
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Peichao Lai Zhengfeng Zhang Wentao Zhang Fangcheng Fu Huang Leng 400 0 0 19 Sep 2024
ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched EmbeddingsInternational Conference on Pattern Recognition (ICPR), 2024 Jangyeong Jeon Sangyeon Cho Minuk Ma Junyoung Kim 113 0 0 28 Aug 2024
One Stone, Four Birds: A Comprehensive Solution for QA System Using Supervised Contrastive Learning Bo Wang Tsunenori Mine AAML 233 0 0 12 Jul 2024
D2LLM: Decomposed and Distilled Large Language Models for Semantic Search Zihan Liao Hang Yu Jianguo Li Jun Wang Wei Zhang 154 11 0 25 Jun 2024
Space Decomposition for Sentence Embedding Wuttikorn Ponwitayarat Peerat Limkonchotiwat Ekapol Chuangsuwanich Sarana Nutanong 143 2 0 05 Jun 2024
Randomized Geometric Algebra Methods for Convex Neural Networks Yifei Wang Sungyoon Kim Paul Chu Indu Subramaniam Mert Pilanci AAML 288 1 0 04 Jun 2024
Question-Based Retrieval using Atomic Units for Enterprise RAG Vatsal Raina Mark Gales 116 19 0 20 May 2024
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank AnalysisIEEE Access (IEEE Access), 2024 Euna Jung Jaeill Kim Jungmin Ko Jinwoo Park Wonjong Rhee 171 0 0 18 May 2024
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings Kang Liu 178 5 0 25 Apr 2024
Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models Shouwei Ruan Yinpeng Dong Hanqing Liu Yao Huang Hang Su Xingxing Wei VLM 284 3 0 18 Apr 2024
Event-enhanced Retrieval in Real-time Search Yanan Zhang Xiaoling Bai Tianhua Zhou 192 2 0 09 Apr 2024
ContrastCAD: Contrastive Learning-based Representation Learning for Computer-Aided Design ModelsIEEE Access (IEEE Access), 2024 Minseop Jung Minseong Kim Jibum Kim 188 4 0 02 Apr 2024
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual RelatednessInternational Workshop on Semantic Evaluation (SemEval), 2024 Miaoran Zhang Mingyang Wang Jesujoba Oluwadara Alabi Dietrich Klakow VLM 246 6 0 01 Apr 2024
Making Sentence Embeddings Robust to User-Generated Content Lydia Nishimwe Benoît Sagot Rachel Bawden 3DV 158 1 0 25 Mar 2024
Hyper-CL: Conditioning Sentence Representations with HypernetworksAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Young Hyun Yoo Jii Cha Changhyeon Kim Taeuk Kim 112 7 0 14 Mar 2024
Surveying the Dead Minds: Historical-Psychological Text Analysis with Contextualized Construct Representation (CCR) for Classical Chinese Yuqi Chen Sixuan Li Ying Li Mohammad Atari 191 10 0 01 Mar 2024
IR2: Information Regularization for Information Retrieval Jianyou Wang Kaicheng Wang Xiaoyue Wang Weili Cao R. Paturi Leon Bergen 299 1 0 25 Feb 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing Hyunjae Kim Seunghyun Yoon Trung Bui Handong Zhao Quan Tran Franck Dernoncourt Jaewoo Kang CLIP 206 4 0 23 Feb 2024
BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives Xiaoyue Wang Jianyou Wang Weili Cao Kaicheng Wang R. Paturi Leon Bergen 253 13 0 21 Feb 2024
Understanding and Mitigating the Threat of Vec2Text to Dense Retrieval Systems Shengyao Zhuang Bevan Koopman Xiaoran Chu Guido Zuccon 192 6 0 20 Feb 2024
Injecting Wiktionary to improve token-level contextual representations using contrastive learning Anna Mosolova Marie Candito Carlos Ramisch 143 1 0 12 Feb 2024
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning Austin Xu Will Monroe K. Bicknell RALM AI4Ed 119 7 0 08 Feb 2024
Learning Label Hierarchy with Supervised Contrastive Learning Ruixue Lian W. Sethares Junjie Hu 194 2 0 31 Jan 2024
UNSEE: Unsupervised Non-contrastive Sentence EmbeddingsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2024 Ömer Veysel Çagatan SSL 242 0 0 27 Jan 2024
Unsupervised hard Negative Augmentation for contrastive learning Yuxuan Shu Vasileios Lampos 158 2 0 05 Jan 2024
RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation Jeongwhan Choi Hyowon Wi C. Lee Sung-Bae Cho Dongha Lee Noseong Park DiffM 168 3 0 27 Dec 2023
Sim-GPT: Text Similarity via GPT Annotated Data Shuhe Wang Beiming Cao Shengyu Zhang Xiaoya Li Jiwei Li Leilei Gan Guoyin Wang Eduard Hovy 159 4 0 09 Dec 2023
TimeDRL: Disentangled Representation Learning for Multivariate Time-Series Ching Chang Chiao-Tung Chan Wei-Yao Wang Wenjie Peng Tien-Fu Chen AI4TS 293 13 0 07 Dec 2023
Improving Self-supervised Molecular Representation Learning using Persistent HomologyNeural Information Processing Systems (NeurIPS), 2023 Yuankai Luo Lei Shi Veronika Thost SSL 223 9 0 29 Nov 2023
Some Like It Small: Czech Semantic Embedding Models for Industry ApplicationsAAAI Conference on Artificial Intelligence (AAAI), 2023 Jirí Bednár Jakub Náplava Petra Barancíková Ondrej Lisický 149 7 0 23 Nov 2023
How Well Do Text Embedding Models Understand Syntax?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yan Zhang Zhaopeng Feng Zhiyang Teng Zuozhu Liu Haizhou Li 197 4 0 14 Nov 2023
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings Xianming Li Yuqun Zhang 178 26 0 09 Nov 2023
An Efficient Self-Supervised Cross-View Training For Sentence EmbeddingTransactions of the Association for Computational Linguistics (TACL), 2023 Peerat Limkonchotiwat Wuttikorn Ponwitayarat Lalita Lowphansirikul Can Udomcharoenchaikit Ekapol Chuangsuwanich Sarana Nutanong SSL AI4TS 185 5 0 06 Nov 2023
Japanese SimCSE Technical Report Hayato Tsukagoshi Ryohei Sasano Koichi Takeda AILaw 64 2 0 30 Oct 2023