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

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 bidirectional lo...

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Detalles Bibliográficos
Autores principales: Sun, Yujia, Platoš, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10412592/
https://www.ncbi.nlm.nih.gov/pubmed/37558764
http://dx.doi.org/10.1038/s41598-023-40062-3

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