Preprint
Aug 2026
ODRA: Synthesizing Cognitive Behavioral Therapy Sessions with Structured Chain-Of-Thought and Dynamic Patient Resistance
ODRA is introduced, a novel framework for synthesizing therapy dialogues through a Chain-of-Thought (CoT) strategy grounded in foundational CBT guidelines, which significantly outperforms existing methods across therapeutic skills, CBT alignment, and patient behavioral fidelity.
Javier Rodríguez-Juan, Hiba Arnaout, J. García-Rodríguez et al.
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