SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples
Hao Wang, Yong Dou
Topics & Concepts
Computer scienceSentenceNatural language processingArtificial intelligenceEmbeddingSimilarity (geometry)Margin (machine learning)Semantic similaritySemantics (computer science)Feature (linguistics)NegationUnsupervised learningEncoderWord embeddingWord (group theory)Image (mathematics)LinguisticsMachine learningPhilosophyOperating systemProgramming languageTopic ModelingDomain Adaptation and Few-Shot LearningNatural Language Processing Techniques