Emotional Intensity Estimation based on Writer’s Personality Information

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  • 書き手の性格情報を用いた感情強度推定

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<p>Emotion analysis is a natural language processing task that predicts human emotional intensity from the text. Previous emotion analysis models cannot adequately estimate the writer's emotion (subjective emotion). In this study, we specialize our emotion analysis model to estimate the subjective emotional intensity by considering the writer's personality information. Experimental results on the emotional intensity estimation of Plutchik's eight basic emotions in Japanese showed that the proposed method improves the performance of the estimation of subjective emotional intensity.</p>

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