2 papers
cs.CL2026
Multi-Perspective Triad Interaction Graph Neural Network for Cognitive Distortion Detection
Jun Seo Kim, Hye Hyeon Kim
Cognitive distortion detection is a key task in computational mental health, yet existing approaches often overlook the psychological structure of distorted thoughts. We propose MT…
cs.CL2026
Multi-View Attention Multiple-Instance Learning Enhanced by LLM Reasoning for Cognitive Distortion Detection
Jun Seo Kim, Hyemi Kim, Woo Joo Oh +3
Cognitive distortions have been closely linked to mental health disorders, yet their automatic detection remains challenging due to contextual ambiguity, co-occurrence, and semanti…