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Hoonrae Kim

2 accepted papers

2025

MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance

EMNLP 2025

Recent studies have explored the use of large language models (LLMs) in psychotherapy; however, text-based cognitive behavioral therapy (CBT) models often struggle with client resistance, which can weaken therapeutic alliance. To address this, we propose a multimodal approach that incorporates nonve

2025

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning

NAACL 2025long

Previous research has revealed the potential of large language models (LLMs) to support cognitive reframing therapy; however, their focus was primarily on text-based methods, often overlooking the importance of non-verbal evidence crucial in real-life therapy. To alleviate this gap, we extend the te…