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Interpretable Semantic Vectors from a Joint Model of Brain- and Text-Based Meaning

Vector space models (VSMs) represent word meanings as points in a high dimensional space. VSMs are typically created using a large text corpora, and so represent word semantics as observed in text. We present a new algorithm (JNNSE) that can incorporate a measure of semantics not previously used to...

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Detalhes bibliográficos
Publicado no:Proc Conf Assoc Comput Linguist Meet
Main Authors: Fyshe, Alona, Talukdar, Partha P, Murphy, Brian, Mitchell, Tom M
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4497373/
https://ncbi.nlm.nih.gov/pubmed/26166940
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