most citedRankCSE: Unsupervised Sentence Representations Learning via Learning to Rank

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cs.CL2023

Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression

Jiduan Liu, Jiahao Liu, Qifan Wang +5

Large-scale pre-trained language models (LLMs) have demonstrated exceptional performance in various natural language processing (NLP) tasks. However, the massive size of these mode…

cs.CL2023★ 2 cited

RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank

Jiduan Liu, Jiahao Liu, Qifan Wang +6

Unsupervised sentence representation learning is one of the fundamental problems in natural language processing with various downstream applications. Recently, contrastive learning…