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dc.contributor.authorKumar, Arun
dc.contributor.authorPadró, Lluís
dc.contributor.authorOliver González, Antoni
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Ciències de la Computació
dc.date.accessioned2016-02-24T11:23:56Z
dc.date.available2016-02-24T11:23:56Z
dc.date.issued2015
dc.identifier.citationKumar, A., Padro, L., Oliver, A. Unsupervised learning of agglutinated morphology using nested Pitman-Yor process based morpheme induction algorithm. A: International Conference on Asian Language Processing. "IALP 2015: 19th International Conference on Asian Language Processing: Suzhow, China: October 24-25, 2015: proceedings book". Suzhou: 2015.
dc.identifier.urihttp://hdl.handle.net/2117/83378
dc.description.abstractIn this paper we describe a method to morphologically segment highly agglutinating and inflectional languages from Dravidian family. We use nested Pitman-Yor process to segment long agglutinated words into their basic components, and use a corpus based morpheme induction algorithm to perform morpheme segmentation. We test our method in two languages, Malayalam and Kannada and compare the results with Morfessor
dc.language.isoeng
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Informàtica
dc.subjectÀrees temàtiques de la UPC::Informàtica::Llenguatges de programació
dc.subject.lcshNatural language processing (Computer science)
dc.titleUnsupervised learning of agglutinated morphology using nested Pitman-Yor process based morpheme induction algorithm
dc.typeConference report
dc.subject.lemacTractament del llenguatge natural (Informàtica)
dc.contributor.groupUniversitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural
dc.rights.accessOpen Access
local.identifier.drac17503013
dc.description.versionPostprint (author's final draft)
local.citation.authorKumar, A.; Padro, L.; Oliver, A.
local.citation.contributorInternational Conference on Asian Language Processing
local.citation.pubplaceSuzhou
local.citation.publicationNameIALP 2015: 19th International Conference on Asian Language Processing: Suzhow, China: October 24-25, 2015: proceedings book


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