High-level Features for Learning Subjective Language across Domains.

作者: Dinko Dimchev Lambov , Gaël Dias , Veska Noncheva

DOI:

关键词: Natural language processingDocument levelNounArtificial intelligenceAbstraction (linguistics)Computer science

摘要: In this paper, we propose to study the characteristics for analyzing subjective content in documents. For that purpose, present and evaluate a novel method based on level of abstraction nouns. By comparing state-of-the-art features nouns between three annotated corpora texts downloaded from Wikipedia Web Blogs, show that, building data sets classification opinionated can be done automatically web, at document level. Moreover, accuracy levels within domains 96.5% across 74.5%.

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