A neural network architecture for multilingual punctuation generation
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- dc.contributor.author Ballesteros, Miguelen
- dc.contributor.author Wanner, Leoen
- dc.date.accessioned 2017-01-31T15:48:34Z
- dc.date.available 2017-01-31T15:48:34Z
- dc.date.issued 2016ca
- dc.description.abstract Even syntactically correct sentences are perceived as awkward if they do not contain correct punctuation. Still, the problem of automatic generation of punctuation marks has been largely neglected for a long time. We/npresent a novel model that introduces punctuation marks into raw text material with transition-based algorithm using LSTMs. Unlike the state-of-the-art approaches, our model is language-independent and also neutral with respect to the intended use of the punctuation. Multilingual experiments show that it achieves high accuracy on the full range of punctuation marks across languages.en
- dc.description.sponsorship This work was supported by the European Commission under the contract numbers FP7-ICT-/n610411 (MULTISENSOR) and H2020-RIA-645012 (KRISTINA).en
- dc.format.mimetype application/pdfca
- dc.identifier.citation Ballesteros M, Wanner L. A neural network architecture for multilingual punctuation generation. In: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing; 2016 Nov. 1-5; Austin (TX, USA). [place unknown]: ACL; 2016. p. 1048-53ca
- dc.identifier.uri http://hdl.handle.net/10230/28021
- dc.language.iso engca
- dc.publisher ACL (Association for Computational Linguistics)ca
- dc.relation.ispartof Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing; 2016 Nov. 1-5; Austin (TX, USA). [place unknown]: ACL; 2016. p. 1048-53
- dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/645012ca
- dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/610411
- dc.rights © ACL, Creative Commons Attribution 4.0 International (CC BY 4.0)ca
- dc.rights.accessRights info:eu-repo/semantics/openAccessca
- dc.rights.uri http://creativecommons.org/licenses/by/4.0/
- dc.subject.other Puntuacióca
- dc.subject.other Tractament del llenguatge natural (Informàtica)ca
- dc.title A neural network architecture for multilingual punctuation generationca
- dc.type info:eu-repo/semantics/conferenceObjectca
- dc.type.version info:eu-repo/semantics/publishedVersionca