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Application of LDA and word2vec to detect English off-topic composition

This paper presents an off-topic detection algorithm combining LDA and word2vec aiming at the problem of the lack of accurate and efficient off-topic detection algorithms in the English composition-assisted review system. The algorithm uses the LDA model to model the document and train the document...

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Detalles Bibliográficos
Autores principales: Qi, Yilan, He, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8880936/
https://www.ncbi.nlm.nih.gov/pubmed/35213641
http://dx.doi.org/10.1371/journal.pone.0264552

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