SCD: Self-Contrastive Decorrelation for Sentence Embeddings

SCD: Self-Contrastive Decorrelation for Sentence Embeddings

Annual Meeting of the Association for Computational Linguistics (ACL), 2022

15 March 2022

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Papers citing "SCD: Self-Contrastive Decorrelation for Sentence Embeddings"

17 / 17 papers shown

Title
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
Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient Mingxin Li Richong Zhang Zhijie Nie SSL 148 1 0 28 Feb 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
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 177 5 0 06 Nov 2023
Non-contrastive sentence representations via self-supervision M. Farina D. Pappadopulo SSL 208 2 0 26 Oct 2023
Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning Amirhossein Vahidi Lisa Wimmer H. Gündüz B. Bischl Eyke Hüllermeier Mina Rezaei OOD UQCV 242 4 0 28 Aug 2023
Efficient Document Embeddings via Self-Contrastive Bregman Divergence LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Daniel Saggau Mina Rezaei B. Bischl Ilias Chalkidis SSL MedIm 131 3 0 25 May 2023
SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two PerspectivesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jiahao Xu Wei Shao Lihu Chen Lemao Liu 260 29 0 22 May 2023
Sentence Representations via Gaussian EmbeddingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Shohei Yoda Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 103 3 0 22 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and BeyondConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 138 14 0 22 May 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence FilteringNeural Networks (Neural Netw.), 2023 Bing Wang Ximing Li Zhiyao Yang Yuanyuan Guan Jiayin Li Sheng-sheng Wang 187 8 0 15 May 2023
ESCL: Equivariant Self-Contrastive Learning for Sentence RepresentationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Jie Liu Yixuan Liu Xue Han Chao Deng Junlan Feng SSL 150 3 0 09 Mar 2023
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 T. Klein Moin Nabi SSL 158 21 0 09 Nov 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Che Liu Rui Wang Junfeng Jiang Yongbin Li Fei Huang SSL 231 9 0 27 Oct 2022
A Benchmark Study of Contrastive Learning for Arabic Social MeaningWorkshop on Arabic Natural Language Processing (WANLP), 2022 Md. Tawkat Islam Khondaker El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed L. Lakshmanan 198 4 0 22 Oct 2022
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings LearningInternational Conference on Computational Linguistics (COLING), 2022 Shaobin Chen Jie Zhou Yuling Sun Liang He SSL 119 10 0 22 Sep 2022