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cs.CL2016
Alleviating Overfitting for Polysemous Words for Word Representation Estimation Using Lexicons
Yuanzhi Ke, Masafumi Hagiwara
Though there are some works on improving distributed word representations using lexicons, the improper overfitting of the words that have multiple meanings is a remaining issue det…
cs.CL2016
Fuzzy paraphrases in learning word representations with a lexicon
Yuanzhi Ke, Masafumi Hagiwara
A synonym of a polysemous word is usually only the paraphrase of one sense among many. When lexicons are used to improve vector-space word representations, such paraphrases are unr…