Title
An exploratory study of the use of senses, syntax and cross-linguistic information for subjectivity detection in Spanish
Date Issued
01 January 2019
Access level
metadata only access
Resource Type
journal article
Author(s)
López R.
Peñaloza D.
Beingolea F.
Tenorio J.
Universidade de São Paulo
Publisher(s)
Instituto Politecnico Nacional
Abstract
This work presents an exploratory study of Subjectivity Detection for Spanish This study aims to evaluate the use of dependency relations, word senses and cross-linguistic information in Subjectivity Detection task. The first steps of this method include the labeling process of a Spanish corpus and a Word Sense Disambiguation algorithm. Then cross-linguistic English-Spanish information is obtained from Semcor corpus and used together with the Spanish data. Finally, this approach (using all gathered information and supervised algorithms) was tested showing better results than the baseline method in general.
Start page
731
End page
740
Volume
23
Issue
3
Language
English
OCDE Knowledge area
Lingüística Informática y Ciencias de la Información
Scopus EID
2-s2.0-85076632381
Source
Computacion y Sistemas
ISSN of the container
14055546
DOI of the container
10.13053/CyS-23-3-3279
Sources of information: Directorio de Producción Científica Scopus