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On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms

Word Embeddings are used widely in multiple Natural Language Processing (NLP) applications. They are coordinates associated with each word in a dictionary, inferred from statistical properties of these words in a large corpus. In this paper we introduce the notion of “concept” as a list of words tha...

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Detalles Bibliográficos
Autores principales: Sutton, Adam, Cristianini, Nello
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256569/
http://dx.doi.org/10.1007/978-3-030-49186-4_35