- -

Multimodal Interactive Parsing

RiuNet: Institutional repository of the Polithecnic University of Valencia

Share/Send to

Cited by

Statistics

Multimodal Interactive Parsing

Show simple item record

Files in this item

dc.contributor.author Benedí Ruiz, José Miguel es_ES
dc.contributor.author Sánchez Peiró, Joan Andreu es_ES
dc.contributor.author Leiva, Luis A. es_ES
dc.contributor.author Sánchez Sáez, Ricardo es_ES
dc.contributor.author Maca, Mauricio es_ES
dc.date.accessioned 2016-10-07T07:26:30Z
dc.date.available 2016-10-07T07:26:30Z
dc.date.issued 2013
dc.identifier.isbn 978-3-642-38627-5
dc.identifier.issn 0302-9743
dc.identifier.uri http://hdl.handle.net/10251/71364
dc.description The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-642-38628-2_57 es_ES
dc.description.abstract Probabilistic parsing is a fundamental problem in Computational Linguistics, whose goal is obtaining a syntactic structure associated to a sentence according to a probabilistic grammatical model. Recently, an interactive framework for probabilistic parsing has been introduced, in which the user and the system cooperate to generate error-free parse trees. In an early prototype developed according to this interactive parsing technology, user feedback was provided by means of mouse actions and keyboard strokes. Here we augment the interaction style with support for (non-deterministic) natural handwritten recognition, and provide confidence measures as a visual aid to ease the correction process. Handwriting input seems to be a modality specially suitable for parsing, since the vocabulary size involved in the recognition of syntactic labels is fairly limited and thus intuitively errors should be small. However, errors may increase as handwriting quality (i.e., calligraphy) degrades. To solve this problem, we introduce a late fusion approach that leverages both on-line and off-line information, corresponding to pen strokes and contextual information from the parse trees. We demonstrate that late fusion can effectively help to disambiguate user intention and improve system accuracy. es_ES
dc.format.extent 8 es_ES
dc.language Inglés es_ES
dc.publisher Springer es_ES
dc.relation EC/FP7/2007-13/287576- CasMaCat es_ES
dc.relation Spanish MEC/STraDA research project/TIN2012-37475-C02-01 es_ES
dc.relation MITTRAL/TIN2009-14633-C03-01 es_ES
dc.relation Generalitat Valenciana/Prometeo es_ES
dc.relation Universidad del Cauca (Colombia) es_ES
dc.relation.ispartof Pattern Recognition and Image Analysis es_ES
dc.relation.ispartofseries Lecture Notes in Computer Science;7887
dc.rights Reserva de todos los derechos es_ES
dc.subject Syntactic parsing es_ES
dc.subject Interactive pattern recognition es_ES
dc.subject Multimodal interaction es_ES
dc.subject Late fusion es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Multimodal Interactive Parsing es_ES
dc.type Capítulo de libro es_ES
dc.type Comunicación en congreso es_ES
dc.identifier.doi 10.1007/978-3-642-38628-2_57
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/287576 es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escola Tècnica Superior d'Enginyeria Informàtica es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto Universitario Mixto Tecnológico de Informática - Institut Universitari Mixt Tecnològic d'Informàtica es_ES
dc.description.bibliographicCitation Benedí Ruiz, JM.; Sánchez Peiró, JA.; Leiva, LA.; Sánchez Sáez, R.; Maca, M. (2013). Multimodal Interactive Parsing. En Pattern Recognition and Image Analysis. Springer. 484-491. doi:10.1007/978-3-642-38628-2_57 es_ES
dc.description.accrualMethod Senia es_ES
dc.relation.conferencename 6th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2013) es_ES
dc.relation.conferencedate June 5-7, 2013 es_ES
dc.relation.conferenceplace Funchal, Madeira, Portugal es_ES
dc.relation.publisherversion http://link.springer.com/chapter/10.1007/978-3-642-38628-2_57 es_ES
dc.description.upvformatpinicio 484 es_ES
dc.description.upvformatpfin 491 es_ES
dc.type.version info:eu repo/semantics/publishedVersion es_ES
dc.relation.senia 256133 es_ES


This item appears in the following Collection(s)

Show simple item record