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News/CDAE: Enhancing Perturbation Robustness in Pretrained Language Models with Contrastive Denoising
arxiv
PublishedJuly 31, 2026 at 4:00 AM
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CDAE: Enhancing Perturbation Robustness in Pretrained Language Models with Contrastive Denoising

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arXiv:2607.28236v1 Announce Type: cross Abstract: Pre-trained language models have significantly improved sentence representation learning, yet their embedding remain sensitive to semantic preserving textual perturbations such as synonym substitution, masking and word dropout. This work proposes a l

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