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Papers
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy
NAACL 2025
Does “Reasoning” with Large Language Models Improve Recognizing, Generating and Reframing Unhelpful Thoughts?
ACL 2025
Feel the Difference? A Comparative Analysis of Emotional Arcs in Real and LLM-Generated CBT Sessions
EMNLP 2025
MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance
EMNLP 2025
Using Linguistic Entrainment to Evaluate Large Language Models for Use in Cognitive Behavioral Therapy
NAACL 2025
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory
EMNLP 2024
CBT-LLM: A Chinese Large Language Model for Cognitive Behavioral Therapy-based Mental Health Question Answering
COLING 2024
ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classification
NAACL 2024
Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts
ACL 2023
Identifying Distorted Thinking in Patient-Therapist Text Message Exchanges by Leveraging Dynamic Multi-Turn Context
NAACL 2022
Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation
NAACL 2022