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Unsupervised learning of agglutinated morphology using nested Pitman-Yor process based morpheme induction algorithm
| dc.contributor.author | Kumar, Arun |
| dc.contributor.author | Padró, Lluís |
| dc.contributor.author | Oliver González, Antoni |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
| dc.date.accessioned | 2016-02-24T11:23:56Z |
| dc.date.available | 2016-02-24T11:23:56Z |
| dc.date.issued | 2015 |
| dc.identifier.citation | Kumar, 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.uri | http://hdl.handle.net/2117/83378 |
| dc.description.abstract | In 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.iso | eng |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
| dc.subject | Àrees temàtiques de la UPC::Informàtica |
| dc.subject | Àrees temàtiques de la UPC::Informàtica::Llenguatges de programació |
| dc.subject.lcsh | Natural language processing (Computer science) |
| dc.title | Unsupervised learning of agglutinated morphology using nested Pitman-Yor process based morpheme induction algorithm |
| dc.type | Conference report |
| dc.subject.lemac | Tractament del llenguatge natural (Informàtica) |
| dc.contributor.group | Universitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural |
| dc.rights.access | Open Access |
| local.identifier.drac | 17503013 |
| dc.description.version | Postprint (author's final draft) |
| local.citation.author | Kumar, A.; Padro, L.; Oliver, A. |
| local.citation.contributor | International Conference on Asian Language Processing |
| local.citation.pubplace | Suzhou |
| local.citation.publicationName | IALP 2015: 19th International Conference on Asian Language Processing: Suzhow, China: October 24-25, 2015: proceedings book |
