EmoPerso improves MBTI personality detection by training an emotion head on heuristic pseudo-labels and using cross-attention with reasoning chains, achieving 81.07% Macro-F1 on Kaggle and 68.60% on Pandora.
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EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware Modelling
EmoPerso improves MBTI personality detection by training an emotion head on heuristic pseudo-labels and using cross-attention with reasoning chains, achieving 81.07% Macro-F1 on Kaggle and 68.60% on Pandora.