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Changing the Geometry of Representations: α-Embeddings for NLP Tasks

Word embeddings based on a conditional model are commonly used in Natural Language Processing (NLP) tasks to embed the words of a dictionary in a low dimensional linear space. Their computation is based on the maximization of the likelihood of a conditional probability distribution for each word of...

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Detalles Bibliográficos
Autores principales: Volpi, Riccardo, Thakur, Uddhipan, Malagò, Luigi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7996742/
https://www.ncbi.nlm.nih.gov/pubmed/33652911
http://dx.doi.org/10.3390/e23030287