Generative Self-Supervised Learning
method
ID: generativeselfsupervisedlearning
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Sentence Representation Learning with Generative Objective rather than Contrastive Objective
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 …...