An empirical study on sentiment analysis for Vietnamese comparative sentences

This paper presents an empirical study on sentiment analysis for Vietnamese language focusing on comparative sentences, which have different structures compared with narrative or question sentences. Given a set of evaluative Vietnamese documents, the goal of the task consists of (1) identifying comparative sentences in the documents; (2) recognition of relations in the identified sentences; and (3) identifying the preferred entity in the comparative sentences if any.