文档介绍
MLDS2017SpringHW1-LanguageModelmldsntu2017@gmail.comOutline●Introduction-TheMicrosoftSentenceCompletionChallenge●Howtosolvethistask●Outputlayerissueandthesolutions●HowtouseNCEintensorflow●Howtoreachthebaseline●SubmissionTheMicrosoftResearchSentenceCompletionChallenge●Thetaskistocompletethesentencewithmultiplechoicesgiventhecontextualinformation●Eachsentencecontainsaunderlineindicatingthemissingwordinthereal-worldliterature●Testingdatasource:SherlockHolmesnovelsbySirArthurConanDoyle●AccuracyasevaluationmetricTheMicrosoftResearchSentenceCompletionChallengeexampleoftrainingdata:TheMicrosoftResearchSentenceCompletionChallengeexampleoftestingdata:outputformat:HowToSolveThisTaskTestingdata:Todayis________hot.(a)very(b)wasP(“very”)P(“was”)method1:(Don’tcare)(Don’tcare)(Start)“Today”“is”HowToSolve