Variations of the Similarity Function of TextRank for Automated Summarization

This article presents new alternatives to the similarity function for the TextRank algorithm for automated summarization of texts. We describe the generalities of the algorithm and the different functions we propose. Some of these variants achieve a significative improvement using the same metrics...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Barrios, Federico, López, Federico, Argerich, Luis, Wachenchauzer, Rosita
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2015
Materias:
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/52082
http://44jaiio.sadio.org.ar/sites/default/files/asai65-72.pdf
Aporte de:
Descripción
Sumario:This article presents new alternatives to the similarity function for the TextRank algorithm for automated summarization of texts. We describe the generalities of the algorithm and the different functions we propose. Some of these variants achieve a significative improvement using the same metrics and dataset as the original publication.