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Managing Multiword Expressions in a Lexicon-Based Sentiment Analysis System for Spanish

机译:在基于词典的西班牙语情感分析系统中管理多词表达

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This paper describes our approach to managing multiword expressions in Sentitext, a linguistically-motivated, lexicon-based Sentiment Analysis (SA) system for Spanish whose performance is largely determined by its coverage of MWEs. We defend the view that multiword constructions play a fundamental role in lexical Sentiment Analysis, in at least three ways. First, a significant proportion conveys semantic orientation; second, being units of meaning, their relative weight to the calculated overall sentiment rating of texts needs to be accounted for as such, rather than the number of component lexical units; and, third, many MWEs contain individual words that carry a given polarity, which may or may not be that of the phrase as a whole. As a result, successful lexicon-based SA calls for appropriate management of MWEs.
机译:本文介绍了我们在Sentitext中管理多词表达的方法,Sentitext是一种基于语言的,基于词典的西班牙语情感分析(SA)系统,其性能在很大程度上取决于其MWE的覆盖范围。我们捍卫这样的观点,即多词结构至少在三种方面在词法情感分析中起着根本性的作用。首先,很大一部分传达了语义取向;第二,作为意义的单位,它们本身相对于所计算的文本整体情感等级的相对权重需要照此计算,而不是组成词法单位的数量;第三,许多MWE包含带有给定极性的单个单词,这可能是整个短语,也可能不是。结果,成功的基于词典的SA要求对MWE进行适当的管理。

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