How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues

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How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues

30 April 2025

Dominik Mattioli

Rosa I. Arriaga

Andrew M. Sherrill

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Papers citing "How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues"

14 / 14 papers shown

Title
Fine-Tuning Large Audio-Language Models with LoRA for Precise Temporal Localization of Prolonged Exposure Therapy Elements Suhas BN Andrew M. Sherrill Jyoti Alaparthi Dominik Mattioli Rosa I. Arriaga Chris W. Wiese Saeed Abdullah 94 0 0 11 Jun 2025
The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support Suhas BN Yash Mahajan Dominik Mattioli Dominik Mattioli Rosa I. Arriaga Chris W. Wiese Saeed Abdullah AI4MH 82 1 0 21 May 2025
Thousand Voices of Trauma: A Large-Scale Synthetic Dataset for Modeling Prolonged Exposure Therapy Conversations Suhas BN Dominik Mattioli Saeed Abdullah Rosa I. Arriaga Saeed Abdullah 91 4 0 16 Apr 2025
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference Benjamin Warner Antoine Chaffin Benjamin Clavié Orion Weller Oskar Hallström ... Tom Aarsen Nathan Cooper Griffin Adams Jeremy Howard Iacopo Poli 162 130 0 18 Dec 2024
PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling Haojie Xie Yirong Chen Xiaofen Xing Jingkai Lin Xiangmin Xu OffRL 144 5 0 18 Dec 2024
Interactive Agents: Simulating Counselor-Client Psychological Counseling via Role-Playing LLM-to-LLM Interactions Huachuan Qiu Zhenzhong Lan 80 20 0 28 Aug 2024
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory Suyeon Lee Sunghwan Kim Minju Kim Dongjin Kang Dongil Yang ... Seungbeen Lee Kyoung-Mee Chung Youngjae Yu Dongha Lee Jinyoung Yeo 88 11 0 03 Jul 2024
WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist Chenyu Ren Yazhou Zhang Daihai He Jing Qin AI4MH LM&MA 64 2 0 16 Jun 2024
Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations Jun-Woo Kim Ji-Eun Han Jun-Seok Koh Hyeon-Tae Seo Du-Seong Chang 78 3 0 13 Jun 2024
CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling Chenhao Zhang Renhao Li Minghuan Tan Min Yang Jingwei Zhu Di Yang Jiahao Zhao Guancheng Ye Chengming Li Xiping Hu 133 29 0 26 May 2024
A Computational Framework for Behavioral Assessment of LLM Therapists Yu Ying Chiu Ashish Sharma Inna Wanyin Lin Tim Althoff AI4MH 81 44 0 01 Jan 2024
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies Gati Aher RosaI. Arriaga Adam Tauman Kalai 176 405 0 18 Aug 2022
Privacy Sensitive Speech Analysis Using Federated Learning to Assess Depression BN Suhas Saeed Abdullah 70 26 0 30 Apr 2022
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 595 5,892 0 21 Apr 2019