DeepResidualOutputLayersforNeuralLanguageGenerationNikolaosPappas1JamesHenderson1AbstractbeddingstocapturethesimilaritystructureoftheOutputlabelspace,sothatdataforsimilarlabelscanhelpclassi-Manytas...
StructuredOutputLearningwithAbstention:ApplicationtoAccurateOpinionPredictionAlexandreGarcia1SlimEssid1ChloéClavel1Florenced’Alché-Buc1Abstractetal.,2016)hasevolvedtowardsamoreinvolvedmachinelea...
oi-VAE:OutputInterpretableVAEsforNonlinearGroupFactorAnalysisSamuelK.Ainsworth1NicholasJ.Foti1AdrianK.C.Lee2EmilyB.Fox1Abstractofthedata,and(ii)themappingcanbeusedtodescribethecorrelationstructureo...
LearningtoSpeedUpStructuredOutputPredictionXingyuanPan1VivekSrikumar1AbstractInthispaper,wefocusonthecomputationalcostofin-ference.WearguethatnaturallyoccurringproblemshavePredictingstructuredoutpu...