A trigram part-of-speech tagger for the Apertium free/open-source machine translation platform
Por favor, use este identificador para citar o enlazar este ítem:
http://hdl.handle.net/10045/12032
Registro completo de metadatos
Campo DC | Valor | Idioma |
---|---|---|
dc.contributor | Transducens | en |
dc.contributor.author | Sheikh, Zaid Md Abdul Wahab | - |
dc.contributor.author | Sánchez-Martínez, Felipe | - |
dc.contributor.other | Universidad de Alicante. Departamento de Lenguajes y Sistemas Informáticos | en |
dc.date.accessioned | 2009-10-27T11:57:22Z | - |
dc.date.available | 2009-10-27T11:57:22Z | - |
dc.date.issued | 2009-11 | - |
dc.identifier.citation | SHEIKH, Zaid Md Abdul Wahab; SÁNCHEZ-MARTÍNEZ, Felipe. "A trigram part-of-speech tagger for the Apertium free/open-source machine translation platform". En: Proceedings of the First International Workshop on Free/Open-Source Rule-Based Machine Translation / Edited by Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez, Francis M. Tyers. Alicante : Universidad de Alicante. Departamento de Lenguajes y Sistemas Informáticos, 2009, pp. 67-74 | en |
dc.identifier.uri | http://hdl.handle.net/10045/12032 | - |
dc.description.abstract | This paper describes the implementation of a second-order hidden Markov model (HMM) based part-of-speech tagger for the Apertium free/open-source rule-based machine translation platform. We describe the part-of-speech (PoS) tagging approach in Apertium and how it is parametrised through a tagger definition file that defines: (1) the set of tags to be used and (2) constrain rules that can be used to forbid certain PoS tag sequences, thus re-fining the HMM parameters and increasing its tagging accuracy. The paper also reviews the Baum-Welch algorithm used to estimate the HMM parameters and compares the tagging accuracy achieved with that achieved by the original, first-order HMM-based PoS tagger in Apertium. | en |
dc.description.sponsorship | Google Summer of Code 2009 program, and the Spanish Ministry of Science and Innovation under project TIN2009-14009-C02-01. | en |
dc.language | eng | en |
dc.publisher | Universidad de Alicante. Departamento de Lenguajes y Sistemas Informáticos | en |
dc.subject | Hidden Markov Model | en |
dc.subject | Part-of-speech tagger | en |
dc.subject | Machine translation | en |
dc.subject | Apertium | en |
dc.subject.other | Lenguajes y Sistemas Informáticos | en |
dc.title | A trigram part-of-speech tagger for the Apertium free/open-source machine translation platform | en |
dc.type | info:eu-repo/semantics/article | en |
dc.peerreviewed | si | en |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | - |
Aparece en las colecciones: | Freerbmt09 - Ponencias INV - TRANSDUCENS - Comunicaciones a Congresos, Conferencias, etc. |
Archivos en este ítem:
Archivo | Descripción | Tamaño | Formato | |
---|---|---|---|---|
paper9.pdf | 239,77 kB | Adobe PDF | Abrir Vista previa | |
Todos los documentos en RUA están protegidos por derechos de autor. Algunos derechos reservados.