Improving Opinion Summarization by Assessing Sentence Importance in On-line Reviews

Rafael T. Anchiêta; Rogério F. de Sousa; Raimundo S. Moura; Thiago A. S. Pardo

Improving Opinion Summarization by Assessing Sentence Importance in On-line Reviews

Rafael T. Anchiêta USP
Rogério F. de Sousa USP
Raimundo S. Moura USP
Thiago A. S. Pardo USP

Abstract

This paper describes an approach for improving a state of the art opinion summarization method, incorporating the assessment of sentence importance in on-line reviews. We compare the enriched method to its original version and show that we significantly outperform it, producing more informative summaries.

Published

2017-10-02

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Turabian

ANCHIÊTA, Rafael T.; SOUSA, Rogério F. de; MOURA, Raimundo S.; PARDO, Thiago A. S.. Improving Opinion Summarization by Assessing Sentence Importance in On-line Reviews. In: BRAZILIAN SYMPOSIUM IN INFORMATION AND HUMAN LANGUAGE TECHNOLOGY (STIL), 1. , 2017, Uberlândia/MG. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2017 . p. 32-26.