... LinguisticsImproving On-line Handwritten Recognition using Translation Models in Multimodal Interactive Machine TranslationVicent Alabau, Alberto Sanchis, Francisco CasacubertaInstitut Tecnol`ogic d’Inform`aticaUniversitat ... Valencia, Spain{valabau,asanchis,fcn}@iti.upv.esAbstract In interactive machine translation (IMT), a hu-man expert is integrated into the core of a ma-chine translation (MT) system. The human ex-pert ... consists of 56k sentences of training and a development and test sets of 1.1ksentences. Test perplexities for Spanish and Englishare 33 and 48, respectively.For on-line HTR, the on-line handwrittenUNIPEN...