Psychological Counseling Cannot Be Achieved Overnight: Automated Psychological Counseling Through Multi-Session Conversations
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Junzhe, Wang, Bichen, Fu, Xing, Sun, Yixin, Zhao, Yanyan, Qin, Bing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling
by: Wang, Bichen, et al.
Published: (2025)
by: Wang, Bichen, et al.
Published: (2025)
PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling
by: Xie, Haojie, et al.
Published: (2024)
by: Xie, Haojie, et al.
Published: (2024)
RKLD: Reverse KL-Divergence-based Knowledge Distillation for Unlearning Personal Information in Large Language Models
by: Wang, Bichen, et al.
Published: (2024)
by: Wang, Bichen, et al.
Published: (2024)
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory
by: Lee, Suyeon, et al.
Published: (2024)
by: Lee, Suyeon, et al.
Published: (2024)
Optimizing Psychological Counseling with Instruction-Tuned Large Language Models
by: Li, Wenjie, et al.
Published: (2024)
by: Li, Wenjie, et al.
Published: (2024)
PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling
by: Qiu, Huachuan, et al.
Published: (2024)
by: Qiu, Huachuan, et al.
Published: (2024)
DELTA: Deliberative Multi-Agent Reasoning with Reinforcement Learning for Multimodal Psychological Counseling
by: Yang, Jiangnan, et al.
Published: (2026)
by: Yang, Jiangnan, et al.
Published: (2026)
Psychological Counseling Ability of Large Language Models
by: Peng, Fangyu, et al.
Published: (2025)
by: Peng, Fangyu, et al.
Published: (2025)
Graph2Counsel: Clinically Grounded Synthetic Counseling Dialogue Generation from Client Psychological Graphs
by: Mandal, Aishik, et al.
Published: (2026)
by: Mandal, Aishik, et al.
Published: (2026)
ConvCounsel: A Conversational Dataset for Student Counseling
by: Chen, Po-Chuan, et al.
Published: (2024)
by: Chen, Po-Chuan, et al.
Published: (2024)
AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling
by: Xu, Ancheng, et al.
Published: (2025)
by: Xu, Ancheng, et al.
Published: (2025)
PsychCounsel-Bench: Evaluating the Psychology Intelligence of Large Language Models
by: Zeng, Min
Published: (2025)
by: Zeng, Min
Published: (2025)
Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling
by: Xu, Qingyang, et al.
Published: (2026)
by: Xu, Qingyang, et al.
Published: (2026)
CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling
by: Zhang, Chenhao, et al.
Published: (2024)
by: Zhang, Chenhao, et al.
Published: (2024)
WEE-Therapy: A Mixture of Weak Encoders Framework for Psychological Counseling Dialogue Analysis
by: Kang, Yongqi, et al.
Published: (2025)
by: Kang, Yongqi, et al.
Published: (2025)
DiaCBT: A Long-Periodic Dialogue Corpus Guided by Cognitive Conceptualization Diagram for CBT-based Psychological Counseling
by: Zhou, Yougen, et al.
Published: (2025)
by: Zhou, Yougen, et al.
Published: (2025)
Psy-Chronicle:A Structured Pipeline for Synthesizing Long-Horizon Campus Psychological Counseling Dialogues
by: Gou, Chaogui, et al.
Published: (2026)
by: Gou, Chaogui, et al.
Published: (2026)
Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations
by: Kim, Jun-Woo, et al.
Published: (2024)
by: Kim, Jun-Woo, et al.
Published: (2024)
MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration
by: Lu, Hao, et al.
Published: (2025)
by: Lu, Hao, et al.
Published: (2025)
An LLM-based Simulation Framework for Embodied Conversational Agents in Psychological Counseling
by: Wu, Lixiu, et al.
Published: (2024)
by: Wu, Lixiu, et al.
Published: (2024)
MAGneT: Coordinated Multi-Agent Generation of Synthetic Multi-Turn Mental Health Counseling Sessions
by: Mandal, Aishik, et al.
Published: (2025)
by: Mandal, Aishik, et al.
Published: (2025)
Trust Modeling in Counseling Conversations: A Benchmark Study
by: Srivastava, Aseem, et al.
Published: (2025)
by: Srivastava, Aseem, et al.
Published: (2025)
XInsight: Integrative Stage-Consistent Psychological Counseling Support Agents for Digital Well-Being
by: Wang, Fei, et al.
Published: (2026)
by: Wang, Fei, et al.
Published: (2026)
KokoroChat: A Japanese Psychological Counseling Dialogue Dataset Collected via Role-Playing by Trained Counselors
by: Qi, Zhiyang, et al.
Published: (2025)
by: Qi, Zhiyang, et al.
Published: (2025)
Hanging in the Balance: Pivotal Moments in Crisis Counseling Conversations
by: Nguyen, Vivian, et al.
Published: (2025)
by: Nguyen, Vivian, et al.
Published: (2025)
Spiritual Psychology and Counseling
Published: (2016)
Published: (2016)
Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models
by: Lee, Younghun, et al.
Published: (2024)
by: Lee, Younghun, et al.
Published: (2024)
Psy-Copilot: Visual Chain of Thought for Counseling
by: Chen, Keqi, et al.
Published: (2025)
by: Chen, Keqi, et al.
Published: (2025)
ENPMR-Bench: Benchmarking Proactive Memory Retrieval for Emotional Support Agents
by: Fu, Xing, et al.
Published: (2026)
by: Fu, Xing, et al.
Published: (2026)
Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models
by: Gunal, Aylin, et al.
Published: (2024)
by: Gunal, Aylin, et al.
Published: (2024)
Transition-Matrix Regularization for Next Dialogue Act Prediction in Counselling Conversations
by: Rudolph, Eric, et al.
Published: (2026)
by: Rudolph, Eric, et al.
Published: (2026)
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study
by: Adhikary, Prottay Kumar, et al.
Published: (2024)
by: Adhikary, Prottay Kumar, et al.
Published: (2024)
Psy-Insight: Explainable Multi-turn Bilingual Dataset for Mental Health Counseling
by: Chen, Keqi, et al.
Published: (2025)
by: Chen, Keqi, et al.
Published: (2025)
Can Large Language Models be Used to Provide Psychological Counselling? An Analysis of GPT-4-Generated Responses Using Role-play Dialogues
by: Inaba, Michimasa, et al.
Published: (2024)
by: Inaba, Michimasa, et al.
Published: (2024)
Exploring ChatGPT's Capabilities, Stability, Potential and Risks in Conducting Psychological Counseling through Simulations in School Counseling
by: Ni, Yang, et al.
Published: (2025)
by: Ni, Yang, et al.
Published: (2025)
Academic Journal of Psychology and Counseling
Published: (2022)
Published: (2022)
Exploring Self-Identified Counseling Expertise in Online Support Forums
by: Lahnala, Allison, et al.
Published: (2021)
by: Lahnala, Allison, et al.
Published: (2021)
OP-Bench: Benchmarking Over-Personalization for Memory-Augmented Personalized Conversational Agents
by: Hu, Yulin, et al.
Published: (2026)
by: Hu, Yulin, et al.
Published: (2026)
Preference Learning Unlocks LLMs' Psycho-Counseling Skills
by: Zhang, Mian, et al.
Published: (2025)
by: Zhang, Mian, et al.
Published: (2025)
Consistent Client Simulation for Motivational Interviewing-based Counseling
by: Yang, Yizhe, et al.
Published: (2025)
by: Yang, Yizhe, et al.
Published: (2025)
Similar Items
-
CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling
by: Wang, Bichen, et al.
Published: (2025) -
PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling
by: Xie, Haojie, et al.
Published: (2024) -
RKLD: Reverse KL-Divergence-based Knowledge Distillation for Unlearning Personal Information in Large Language Models
by: Wang, Bichen, et al.
Published: (2024) -
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory
by: Lee, Suyeon, et al.
Published: (2024) -
Optimizing Psychological Counseling with Instruction-Tuned Large Language Models
by: Li, Wenjie, et al.
Published: (2024)