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
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;
Conference_Titel :
Informatica (CLEI), 2012 XXXVIII Conferencia Latinoamericana En
Conference_Location :
Medellin
Print_ISBN :
978-1-4673-0794-9
DOI :
10.1109/CLEI.2012.6427166