Correcting input noise in SMT as a char-based translation problem

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To access the full text documents, please follow this link: http://hdl.handle.net/2117/18275

dc.contributor	Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
dc.contributor	Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla
dc.contributor.author	Formiga Fanals, Lluís
dc.contributor.author	Rodríguez Fonollosa, José Adrián
dc.date	2012-10-31
dc.identifier.citation	Formiga, L.; Fonollosa, José A. R. "Correcting input noise in SMT as a char-based translation problem". 2012.
dc.identifier.uri	http://hdl.handle.net/2117/18275
dc.language.iso	eng
dc.relation	TALP-2012-OCT-31
dc.relation	http://nlp.lsi.upc.edu/publications/papers/misspelling_techrep_oct2012.pdf
dc.rights	Attribution-NonCommercial-NoDerivs 3.0 Spain
dc.rights	info:eu-repo/semantics/openAccess
dc.rights	http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subject	Àrees temàtiques de la UPC::Ensenyament i aprenentatge::Aprenentatge de llengües
dc.subject	Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic
dc.subject	Natural language processing (Computer science)
dc.subject	Signal theory (Telecommunication)
dc.subject	Tractament del llenguatge natural (Informàtica)
dc.subject	Senyal, Teoria del (Telecomunicació)
dc.title	Correcting input noise in SMT as a char-based translation problem
dc.type	info:eu-repo/semantics/draft
dc.type	info:eu-repo/semantics/report
dc.description.abstract	Misspelled words have a direct impact on the final quality obtained by Statistical Machine Translation (SMT) systems as the input becomes noisy and unpredictable. This paper presents some improvement strategies for translating real-life noisy input. The proposed strategies are based on a preprocessing step consisting in a character-based translator.
dc.description.abstract	Peer Reviewed

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