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TWE-1.Weregardeachtopicasapseudoword,andlearntopicembeddingsandwordemb TWE-1.Weregardeachtopicasapseudoword,andlearntopicembeddingsandwordemb

TWE-1.Weregardeachtopicasapseudoword,andlearntopicembeddingsandwordemb - PDF document

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Uploaded On 2016-03-20

TWE-1.Weregardeachtopicasapseudoword,andlearntopicembeddingsandwordemb - PPT Presentation

MMXi1Xkckc60logPrwicjwi1HerekisthecontextsizeofatargetwordSkipGramformulatestheprobabilityPrwcjwiusingasoftmaxfunctionasfollowsPrwcjwiexpwcwi Pwi2Wexpwcwi2wherewiandwcarer ID: 263227

MMXi=1Xkck;c6=0logPr(wi+cjwi):(1)Herekisthecontextsizeofatargetword.Skip-Gramfor-mulatestheprobabilityPr(wcjwi)usingasoftmaxfunctionasfollowsPr(wcjwi)=exp(wcwi) Pwi2Wexp(wcwi);(2)wherewiandwcarer

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