embedding

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations
Traditional sentence embedding models encode sentences into vector representations to capture useful properties such as the semantic …
James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
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How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method
Understanding sentence semantics requires an interpretation of the main information from a concrete context. To investigate how …
Wenlin Yao, Lifeng Jin, Hongming Zhang, Xiaoman Pan, Kaiqiang Song, Dian Yu, Dong Yu, Jianshu Chen
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