DocumentCode
592697
Title
Coreference resolution between sources of opinions in Spanish texts
Author
Acerenza, F. ; Rabosto, M. ; Zubizarreta, M. ; Rosa, Alberto ; Wonsever, D.
Author_Institution
Fac. de Ing., Univ. de la Republica, Montevideo, Uruguay
fYear
2012
fDate
1-5 Oct. 2012
Firstpage
1
Lastpage
8
Abstract
This paper presents a system that identifies coreferent elements in Spanish texts, with the purpose of contributing to an opinion extraction project. In particular, the system looks for the actual source when it is not identified in the opinion and solves coreferences between opinion sources in digital media texts in Spanish. The developed system takes as input texts where the opinions have already been identified, and uses syntactic and semantic information to identify the relationships between the different entities, in order to create coreference chains between the sources of the opinions in the text. The algorithm uses a score method to select the correct antecedent between the candidates. It achieved a precision of 82.8% and a recall of 85.6%.
Keywords
multimedia computing; natural language processing; text analysis; Spanish texts opinions; coreference resolution; coreferent elements; digital media texts; input texts; opinion extraction; opinion sources; semantic information; syntactic information; Abstracts; Algorithm design and analysis; Information retrieval; Media; Semantics; Silicon; Syntactics; Spanish; coreference resolution; information extraction; opinion analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Informatica (CLEI), 2012 XXXVIII Conferencia Latinoamericana En
Conference_Location
Medellin
Print_ISBN
978-1-4673-0794-9
Type
conf
DOI
10.1109/CLEI.2012.6427166
Filename
6427166
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