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Isidoros Perikos

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Open access 2026

Explainable Context-Aware Emotion Recognition in Conversations Through Attribution Analysis, Layer-Wise Probing and Representation Geometry

Emotion recognition in conversations is a fundamental capability for advanced human–machine interaction. Its main aim is to enable dialogue systems to adapt their content, tone and pacing to users’ affective state and improve engagement, satisfaction and trust. In this study, we implement and evaluate emotion classific...

Isidoros Perikos, Theodoros Kontopoulos · 0 citations

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