D2CSE: 基于差异感知的深度连续提示对比句子嵌入（英文版）

英文标题：D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings中文摘要：本文提出了一种基于连续提示的差异感知深度对比句子嵌入方法（D2CSE），它可以区分相似句子的细微差异并在自我引导的情况下使用对比学习和条件替换令牌检测来执行多个任务，同时减少了训练参数数量，并且在语义文本相似度基准测试中达到了最新的表现水平。英文摘要：This paper describes Difference-aware Deep continuous prompt for ContrastiveSentence Embeddings (D2CSE) that learns sentence embeddings. Compared tostate-of-the-art approaches, D2CSE computes sentence vectors that areexceptional to distinguish a subtle difference in similar sente