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INVESTIGATING THE EFFECTS OF WORD SUBSTITUTION ERRORS ON SENTENCE EMBEDDINGS

A key initial step in several natural language processing (NLP) tasks involves embedding phrases of text to vectors of real numbers that preserve semantic meaning. To that end, several methods have been recently proposed with impressive results on semantic similarity tasks. However, all of these app...

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Detalhes bibliográficos
Publicado no:Proc IEEE Int Conf Acoust Speech Signal Process
Main Authors: Voleti, Rohit, Liss, Julie M., Berisha, Visar
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7769116/
https://ncbi.nlm.nih.gov/pubmed/33376454
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/icassp.2019.8683367
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