CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding

Dong Wang, Ning Ding, Piji Li +1

Despite pre-trained language models have proven useful for learning high-quality semantic representations, these models are still vulnerable to simple perturbations. Recent works a…