mental health support

Conversational AI for Social Good (CAI4SG): An Overview of Emerging Trends, Applications, and Challenges AAAI 2026 MentalGuide: Towards Multi-Turn, State-Aware and Strategy-Driven Conversations for Mental Health Support AAAI 2026 CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration ACL 2025 CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy NAACL 2025 Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues EMNLP 2025 From Heart to Words: Generating Empathetic Responses via Integrated Figurative Language and Semantic Context Signals ACL 2025 Integrating Visual Modalities with Large Language Models for Mental Health Support COLING 2025 PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support ACL 2025 Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models EMNLP 2025 The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support NAACL 2025 The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025 SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support EMNLP 2024 Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models ACL 2023 Embedding Mental Health Discourse for Community Recommendation ACL 2023 A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support EMNLP 2020