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CDAE: Enhancing Perturbation Robustness in Pretrained Language Models with Contrastive Denoising.

arXiv:2607.28236v2 Announce Type: replace Abstract: Pre-trained language models have significantly improved sentence representation learning, yet their embeddings remain sensitive to textual perturbations such as synonym substitution, masking, and word dropout

arXiv cs.AIResearch source·