stance detection with bidirectional conditional encoding

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Stance Detec)on with Bidirec)onal Condi)onal Encoding Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, Kalina Bontcheva No more #NastyWomen or #BadHombres Task: Is tweet posi)ve, nega)ve or neutral towards a given target (Donald Trump)? Problem: Interpreta)on depends on target Problem: Target not always men)oned in tweet Problem: No training data for test target Fellow #NastyWomen and #BadHombres remember you have the power to vote Poster L50

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Page 1: Stance Detection with Bidirectional Conditional Encoding

StanceDetec)onwithBidirec)onalCondi)onalEncoding

IsabelleAugenstein,TimRocktäschel,AndreasVlachos,KalinaBontcheva

Nomore#NastyWomenor#BadHombres

Task:Istweetposi)ve,nega)veorneutraltowardsagiventarget(DonaldTrump)?

Problem:Interpreta)ondependsontarget

Problem:Targetnotalwaysmen)onedintweetProblem:Notrainingdatafortesttarget

Fellow#NastyWomenand#BadHombresrememberyouhavethepowertovote

PosterL50

SQUAT POSITION STARTING POSITIONS FRONT LEANING REST POSITION SIX-POINT STANCE STRADDLE STANCE FORWARD LEANING STANCE PRONE POSITION SUPINE POSITION

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