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dc.contributor.author LEDENEVA, YULIA NIKOLAEVNA
dc.contributor.author GARCIA HERNANDEZ, RENE ARNULFO
dc.contributor.author ROJAS SIMON, JONATHAN
dc.creator LEDENEVA, YULIA NIKOLAEVNA; 213954
dc.creator GARCIA HERNANDEZ, RENE ARNULFO; 202667
dc.creator ROJAS SIMON, JONATHAN; 857852
dc.date.accessioned 2019-03-15T19:55:30Z
dc.date.available 2019-03-15T19:55:30Z
dc.date.issued 2018-11-01
dc.identifier.issn 0302-9743
dc.identifier.uri http://hdl.handle.net/20.500.11799/99719
dc.description.abstract Over the last years, Automatic Text Summarization (ATS) has been considered as one of the main tasks in Natural Language Processing (NLP) that generates summaries in several languages (e.g., English, Portuguese, Spanish, etc.). One of the most significant advances in ATS is developed for Portuguese reflected with the proposals of various state-of-art methods. It is essential to know the performance of different state-of-the-art methods with respect to the upper bounds (Topline), lower bounds (Baseline-random), and other heuristics (Base-line-first). In recent works, the significance and upper bounds for Single-Docu-ment Summarization (SDS) and Multi-Document Summarization (MDS) using corpora from Document Understanding Conferences (DUC) were calculated. In this paper, a calculus of upper bounds for SDS in Portuguese using Genetic Al-gorithms (GA) is performed. Moreover, we present a comparison of some state-of-the-art methods with respect to the upper bounds, lower bounds, and heuristics to determinate their level of significance. es
dc.language.iso eng es
dc.publisher Springer es
dc.rights openAccess es
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/4.0
dc.subject Topline, Single-Document Summarization, Portuguese, Genetic Al-gorithms, State-of-the-art methods es
dc.subject.classification CIENCIAS SOCIALES
dc.title Calculating the Upper Bounds for Portuguese Automatic Text Summarization Using Genetic Algorithm es
dc.type Artículo es
dc.provenance Científica es
dc.road Dorada es
dc.organismo Unidad Académica Profesional Tianguistenco es
dc.ambito Internacional es
dc.cve.CenCos 31201 es
dc.cve.progEstudios 6145 es
dc.audience students es
dc.audience researchers es
dc.type.conacyt article
dc.identificator 5


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  • Título
  • Calculating the Upper Bounds for Portuguese Automatic Text Summarization Using Genetic Algorithm
  • Autor
  • LEDENEVA, YULIA NIKOLAEVNA
  • GARCIA HERNANDEZ, RENE ARNULFO
  • ROJAS SIMON, JONATHAN
  • Fecha de publicación
  • 2018-11-01
  • Editor
  • Springer
  • Tipo de documento
  • Artículo
  • Palabras clave
  • Topline, Single-Document Summarization, Portuguese, Genetic Al-gorithms, State-of-the-art methods
  • Los documentos depositados en el Repositorio Institucional de la Universidad Autónoma del Estado de México se encuentran a disposición en Acceso Abierto bajo la licencia Creative Commons: Atribución-NoComercial-SinDerivar 4.0 Internacional (CC BY-NC-ND 4.0)

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