[PDF][PDF] Aspect-based emotion analysis of Hungarian parliamentary speeches

I Üveges, V Vincze, O Ring, C Guba - Ines, R., Gabriella, L …, 2022 - researchgate.net
Ines, R., Gabriella, L., Christopher, K., Simone, P.(szerk …, 2022researchgate.net
Our study is the first to investigate the possibilities of detecting emotions in Hungarian
political speeches. Here we introduce (1) a manually annotated emotion data set of 1008
parliamentary speeches,(2) an emotion annotation framework that uses inductive
approaches to identify emotions and their aspects in the corpus (3) a the state-of-the art tool
for Aspect Based Sentiment Analysis (ABSA) by exploiting a Hungarian BERT model.
Abstract
Our study is the first to investigate the possibilities of detecting emotions in Hungarian political speeches. Here we introduce (1) a manually annotated emotion data set of 1008 parliamentary speeches,(2) an emotion annotation framework that uses inductive approaches to identify emotions and their aspects in the corpus (3) a the state-of-the art tool for Aspect Based Sentiment Analysis (ABSA) by exploiting a Hungarian BERT model.
researchgate.net
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