4 papers
MentalBench: A DSM-Grounded Benchmark for Evaluating Psychiatric Diagnostic Capability of Large Language Models
Hoyun Song, Migyeong Kang, Jisu Shin +7
Large language models (LLMs) have attracted growing interest as supportive tools for psychiatric assessment and clinical decision support. However, existing mental health benchmark…
SynSym: A Synthetic Data Generation Framework for Psychiatric Symptom Identification
Migyeong Kang, Jihyun Kim, Hyolim Jeon +6
Psychiatric symptom identification on social media aims to infer fine-grained mental health symptoms from user-generated posts, allowing a detailed understanding of users' mental s…
Before and After ChatGPT: Revisiting AI-Based Dialogue Systems for Emotional Support
Daeun Lee, Dongje Yoo, Migyeong Yang +3
Mental health remains a major public health concern, while access to timely psychological support is often limited. AI-based dialogue systems have emerged as promising tools to add…
Gesture-Aware Zero-Shot Speech Recognition for Patients with Language Disorders
Seungbae Kim, Daeun Lee, Brielle Stark +1
Individuals with language disorders often face significant communication challenges due to their limited language processing and comprehension abilities, which also affect their in…