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A method for constructing word sense embeddings based on word sense induction

Abstract Polysemy is an inherent characteristic of natural language. In order to make it easier to distinguish between different senses of polysemous words, we propose a method for encoding multiple different senses of polysemous words using a single vector. The method first uses a two-layer bidirec...

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Autori principali: Yujia Sun, Jan Platoš
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2023-08-01
Serie:Scientific Reports
Accesso online:https://doi.org/10.1038/s41598-023-40062-3
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