SumCSE: Summary as a transformation for Contrastive Learning.

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Summary as a transformation for Contrastive Learning - ACL Anthology

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SumCSE: Summary as a transformation for Contrastive Learning. In Findings of the Association for Computational Linguistics: NAACL 2024, pages 3577–3588 ...

Summary as a transformation for Contrastive Learning - OpenReview

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Dec 31, 2023 · We show that composition of a 'Summary' transformation with diverse paraphrasing/contradicting transformations accomplishes the same and works ...

Summary as a transformation for Contrastive Learning - ResearchGate

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Jul 30, 2024 · A simple framework for contrastive learning of visual representations. In International conference on machine learning, pages 1597-1607. PMLR.

Summary as a transformation for Contrastive Learning

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Jun 13, 2024 · SumCSE: Summary as a transformation for Contrastive Learning ... Analysis of State-Level Legislative Process in Enhanced Linguistic and ...

raghavlite/SumCSE - GitHub

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This is official code for SumCSE: Summary as a transformation for Contrastive Learning. This repository is a fork from https://github.com/hkust-nlp/SynCSE.

Revisions | OpenReview

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Title: SumCSE: Summary as a transformation for Contrastive Learning. Authors: Raghuveer Thirukovalluru, Xiaolan Wang, Jun Chen, Shuyang Li, Jie Lei, Rong ...

SimCSE: Simple Contrastive Learning of Sentence Embeddings | by Sik ...

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Sep 12, 2024 · Simple Contrastive Sentence Embedding (SimCSE) framework is proposed, which is an unsupervised approach. It takes an input sentence and ...

‪Jun Chen‬ - ‪Google Scholar‬

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SumCSE: Summary as a transformation for Contrastive Learning. BD R Thirukovalluru, X Wang, J Chen, S Li, J Lei, R Jin. NAACL, 3577–3588, 2024. 1*, 2024.

GenEOL: Harnessing the Generative Power of LLMs for Training-Free ...

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Oct 18, 2024 · Sumcse: Summary as a transformation for contrastive learning. In Findings of the Association for Computational Linguistics: NAACL 2024 ...

[PDF] Improving Contrastive Learning of Sentence Embeddings with Case ...

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SumCSE: Summary as a transformation for Contrastive Learning · Raghuveer ThirukovalluruXiaolan Wang +4 authors. Bhuwan Dhingra. Computer Science. NAACL-HLT.