论文标题
印度政治演讲中情感内容的分析
Analysis of Emotional Content in Indian Political Speeches
论文作者
论文摘要
情绪在公开演讲中起着至关重要的作用。言语的情感内容有能力影响思想。因此，我们对印度政治情景中政治家言论的情感内容进行了分析。我们使用基于注意力的CNN+LSTM网络调查了政治家演讲中存在的情感内容。在八位印度政客的数据集上进行的实验评估表明，政治家如何将情绪融入演讲中，以与群众打动和弦。还介绍了对政治家言论中获得的投票份额以及胜利利润的分析以及它们与情感内容的关系。
Emotions play an essential role in public speaking. The emotional content of speech has the power to influence minds. As such, we present an analysis of the emotional content of politicians speech in the Indian political scenario. We investigate the emotional content present in the speeches of politicians using an Attention based CNN+LSTM network. Experimental evaluations on a dataset of eight Indian politicians shows how politicians incorporate emotions in their speeches to strike a chord with the masses. An analysis of the voting share received along with victory margin and their relation to emotional content in speech of the politicians is also presented.
