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Contextual Analysis methods to evaluate the expression of sentiments in the Japanese language

机译:语境分析方法,用于评估日语语言中情绪的表达

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A functional system able to interpret coherence of contents of multiple foci among sequential concepts and phenomena, disambiguating contextual semantic representations, is described in this paper. The proposed system can capture cohesion of expressive but simultaneously complicated sentence structures, thanks to the construction of four novel sentence patterns -any Japanese sentence being classifiable into one of these -that clarify role relations between words related with an absolute expression, of unchangeable meaning, called CEE within the predicate. For instance, having a "big heart" - a tolerant mind - is usually understood as a quality, whereas the expression "big words" has rather a pejorative connotation. To resolve such contextual ambiguity, the system achieves an accurate contextual analysis, by identifying compositionally the overall role relations between semantic representations. For the determination of the evaluation polarity, in a corpus composed of 2500 customer reviews, the correct answer rate reached 75.0%.
机译:本文描述了能够在顺序概念和现象中解释多重焦点的内容的相干性的功能系统,歧义上下文语义表示。所提出的系统可以捕获表现力的凝聚力,但同时复杂的句子结构,凭借四个新颖的​​句子模式的建设 - 在其中一个新的日语句子中被分类为其中之一 - 澄清了与绝对表达相关的词语之间的角色关系,在谓词中叫Cee。例如,具有“大心” - 一种宽容的心灵 - 通常被理解为一种质量,而表述“大词”具有佩吉的内涵。为了解决这种上下文模糊性,系统通过识别组成方案的整体角色关系来实现准确的上下文分析。为了确定评估极性,在由2500名客户评论中组成的语料库中,正确的答案率达到75.0%。

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