Lexical category acquisition is facilitated by uncertainty in distributional co-occurrences

This paper analyzes distributional properties that facilitate the categorization of words into lexical categories. First, word-context co-occurrence counts were collected using corpora of transcribed English child-directed speech. Then, an unsupervised k-nearest neighbor algorithm was used to catego...

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Detalles Bibliográficos
Autores principales: Cassani, Giovanni, Grimm, Robert, Daelemans, Walter, Gillis, Steven
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6310260/
https://www.ncbi.nlm.nih.gov/pubmed/30592738
http://dx.doi.org/10.1371/journal.pone.0209449

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6310260/
https://www.ncbi.nlm.nih.gov/pubmed/30592738
http://dx.doi.org/10.1371/journal.pone.0209449

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