TY - JOUR
T1 - An exploratory study of the use of senses, syntax and cross-linguistic information for subjectivity detection in Spanish
AU - López, Rodrigo
AU - Peñaloza, Daniel
AU - Beingolea, Francisco
AU - Tenorio, Juanjose
AU - Cabezudo, Marco Sobrevilla
N1 - Publisher Copyright:
© 2019 Instituto Politecnico Nacional. All rights reserved.
PY - 2019
Y1 - 2019
N2 - 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.
AB - 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.
KW - Dependency relations
KW - Graphs
KW - Spanish
KW - Subjectivity detection
KW - Subjectivity word sense disambiguation
KW - Wordnet
UR - http://www.scopus.com/inward/record.url?scp=85076632381&partnerID=8YFLogxK
U2 - 10.13053/CyS-23-3-3279
DO - 10.13053/CyS-23-3-3279
M3 - Article
AN - SCOPUS:85076632381
SN - 1405-5546
VL - 23
SP - 731
EP - 740
JO - Computacion y Sistemas
JF - Computacion y Sistemas
IS - 3
ER -