40 citations · 50 across the 6 of their papers we have counts for
7 papers
From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbidity
Tianxi Wan, Jiaming Luo, Siyuan Chen +4
Psychiatric comorbidity is clinically significant yet challenging due to the complexity of multiple co-occurring disorders. To address this, we develop a novel approach integrating…
Depression Diagnosis Dialogue Simulation: Self-improving Psychiatrist with Tertiary Memory
Kunyao Lan, Bingrui Jin, Zichen Zhu +4
Mental health issues, particularly depressive disorders, present significant challenges in contemporary society, necessitating the development of effective automated diagnostic met…
Mixed Chain-of-Psychotherapies for Emotional Support Chatbot
Siyuan Chen, Cong Ming, Zhiling Zhang +3
In the realm of mental health support chatbots, it is vital to show empathy and encourage self-exploration to provide tailored solutions. However, current approaches tend to provid…
PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language Models
Haoan Jin, Siyuan Chen, Dilawaier Dilixiati +3
Evaluating Large Language Models (LLMs) in the mental health domain poses distinct challenged from other domains, given the subtle and highly subjective nature of symptoms that exh…
LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation
Siyuan Chen, Mengyue Wu, Kenny Q. Zhu +3
Empowering chatbots in the field of mental health is receiving increasing amount of attention, while there still lacks exploration in developing and evaluating chatbots in psychiat…
Symptom Identification for Interpretable Detection of Multiple Mental Disorders
Zhiling Zhang, Siyuan Chen, Mengyue Wu +1
Mental disease detection (MDD) from social media has suffered from poor generalizability and interpretability, due to lack of symptom modeling. This paper introduces PsySym, the fi…
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression
Zhiling Zhang, Siyuan Chen, Mengyue Wu +1
Depression is a prominent health challenge to the world, and early risk detection (ERD) of depression from online posts can be a promising technique for combating the threat. Early…