QR kód

Explainable Transformer Models for Human Emotion Recognition: A Multi-Method Explainability Study in the Context of Mental Health

The ability to identify emotions based on written text is one of the core areas of Natural Language Processing (NLP) and has many applications in areas such as mental health monitoring, sentiment analysis, and dialogue systems. This study proposes an explainable emotion recognition (EER) framework b...

Celý popis

Uloženo v:
Hlavní autoři: Muhammad Azhar, Naureen Riaz, Waqar Azeem, Deshinta Arrova Dewi, Adeen Amjad, Muhammad Arman
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2026-05-01
Edice:Information
Témata:
emotion recognition
explainable AI
RoBERTa
SHAP
LIME
integrated gradients
On-line přístup:https://www.mdpi.com/2078-2489/17/5/496
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Podobné jednotky