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Towards Sentiment Analysis on Parliamentary Debates in Hansard

机译:关于《议事录》中国会辩论的情感分析

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This paper reports on our ongoing work on the analysis of sentiments, i.e., individual and collective stances, in Hansard (Hansard is a publicly available transcript of UK Parliamentary debates). Significant work has been carried out in the area of sentiment analysis particularly on reviews and social media but less so on political transcripts and debates. Parliamentary transcripts and debates are significantly different from blogs and reviews, e.g., the presence of sarcasm, interjections, irony and digression from the topic are commonplace increasing the complexity and difficulty in applying standard sentiment analysis techniques. In this paper we present our sentiment analysis methodology for parliamentary debate using known lexical and syntactic rules, word associations for the creation of a heuristic classifier capable of identifying sentiment carrying sentences and MP stance.
机译:本文报告了我们在《国会议事录》中进行的情感分析(即个人和集体立场)的正在进行的工作(《国会议事录》是英国议会辩论的公开笔录)。在情感分析领域,尤其是在评论和社交媒体上,已经进行了重要的工作,但在政治笔录和辩论中却没有那么重要。议会笔录和辩论与博客和评论有很大不同,例如,讽刺,感叹词,讽刺和偏离主题的情况司空见惯,这增加了应用标准情感分析技术的复杂性和难度。在本文中,我们介绍了用于议会辩论的情感分析方法,该方法使用已知的词汇和句法规则,单词关联以创建能够识别带有句子的情感和MP立场的启发式分类器。

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