Ship-lemmatagger: Building an nlp toolkit for a peruvian native language
| dc.contributor.affiliation | Pontificia Universidad Católica del Perú. Facultad de Ciencias e Ingeniería | |
| dc.contributor.affiliation | Pontificia Universidad Católica del Perú. Departamento de Ingeniería | |
| dc.contributor.author | Pereira-Noriega, J. | |
| dc.contributor.author | Mercado-Gonzales, R. | |
| dc.contributor.author | Sasieta, A. | |
| dc.contributor.author | Sobrevilla Cabezudo, M.A.S. | |
| dc.contributor.author | Oncevay, A. | |
| dc.date.accessioned | 2026-03-13T16:58:40Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | Natural Language Processing deals with the understanding and generation of texts through computer programs. There are many different functionalities used in this area, but among them there are some functions that are the support of the remaining ones. These methods are related to the core processing of the morphology of the language (such as lemmatization) and automatic identification of the part-of-speech tag. Thereby, this paper describes the implementation of a basic NLP toolkit for a new language, focusing in the features mentioned before, and testing them in an own corpus built for the occasion. The obtained results exceeded the expected results and could be used for more complex tasks such as machine translation. | |
| dc.description.sponsorship | Funding: Acknowledgments. For this study, the authors appreciate the linguistic team effort that made possible the corpus annotatión, and also acknowledge the support of the “Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica” (CONCYTEC Perú) under the contract 225-2015-FONDECYT. | |
| dc.identifier.doi | https://doi.org/10.1007/978-3-319-64206-2_53 | |
| dc.identifier.uri | http://hdl.handle.net/20.500.14657/206012 | |
| dc.language.iso | eng | |
| dc.publisher | Springer Verlag | |
| dc.relation.conferencename | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10415 LNAI (2017) | |
| dc.relation.ispartof | urn:isbn:978-3-319-64206-2 | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.subject | Lemmatisation | |
| dc.subject | Computer science | |
| dc.subject | Machine translation | |
| dc.subject | Natural language processing | |
| dc.subject | Artificial intelligence | |
| dc.subject | Identification (biology) | |
| dc.subject.ocde | https://purl.org/pe-repo/ocde/ford#1.02.01 | |
| dc.title | Ship-lemmatagger: Building an nlp toolkit for a peruvian native language | |
| dc.type | http://purl.org/coar/resource_type/c_5794 | |
| dc.type.other | Comunicación de congreso | |
| dc.type.version | https://vocabularies.coar-repositories.org/version_types/c_970fb48d4fbd8a85/ |