Generative Self-Supervised Learning

method ID: generativeselfsupervisedlearning

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Sentence Representation Learning with Generative Objective rather than Contrastive Objective

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThough offering amazing contextualized token-level representations, current pre-trained language models take less attention on accurately acquiring sentence-level representation during their self-supervised pre-training. However, contrastive objectives which dominate the current sentence …...

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