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Confusion2Vec: towards enriching vector space word representations with representational ambiguities

Word vector representations are a crucial part of natural language processing (NLP) and human computer interaction. In this paper, we propose a novel word vector representation, Confusion2Vec, motivated from the human speech production and perception that encodes representational ambiguity. Humans e...

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Vydáno v:PeerJ Comput Sci
Hlavní autoři: Gurunath Shivakumar, Prashanth, Georgiou, Panayiotis
Médium: Artigo
Jazyk:Inglês
Vydáno: PeerJ Inc. 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7924673/
https://ncbi.nlm.nih.gov/pubmed/33816848
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.195
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