Fangwei Ou

SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence Embeddings

Contrastive learning, which utilizes positive pairs and in-batch negatives to optimize the loss objective, has been proven to be an effective method for learning sentence embeddings. However, we argue that the previous methods of constructing positive pairs only through dropout perturbation or entai…