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. | An empirical study on sentiment analysis for Vietnamese comparative sentences