Kenta Hanafusa

A Japanese Dataset for Aspect-based Sentiment Polarity Classification and Emotion Intensity Estimation

A Japanese dataset for Aspect-based Sentiment Analysis (ABSA), annotated with both sentiment polarity and the emotional intensities for Plutchik’s eight emotions is constructed and it is demonstrated that multi-task learning, utilizing both word and sentence levels, can improve performance on difficult-to-estimate subj...