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How do Negation and Modality Impact on Opinions?

机译:如何对意见的否定和模当的影响?

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摘要

In this paper, we propose to study the effects of negation and modality on opinion expressions. Based on linguistic experiments informed by native speakers, we distill these effects according to the type of modality and negation. We show that each type has a specific effect on the opinion expression in its scope: both on the polarity and the strength for negation, and on the strength and/or the degree of certainty for modality. The empirical results reported in this paper provide a basis for future opinion analysis systems that have to compute the sentiment orientation at the sentence or at the clause level. The methodology we used for deriving this basis was applied for French but it can be easily instantiated for other languages like English.
机译:在本文中,我们建议研究否定和方式对意见表达的影响。基于母语人员通知的语言实验,我们根据模态和否定类型蒸馏这些效果。我们表明每种类型对其范围中的意见表达具有特定影响:既有否定的极性和实力,以及模型的力量和/或确定性。本文报告的经验结果为未来的意见分析系统提供了基础,这些系统必须在句子或条款级别计算句子的情感方向。我们用于导出此基础的方法是用于法语的,但可以轻松地实例化其他语言如英语。

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