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Confusion2Vec: towards enriching vector space word representations with representational ambiguities

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 employ both acoustic similarity cues and contextual cues to decode …