3 papers
cs.CL2026
Anonpsy: A Graph-Based Framework for Structure-Preserving De-identification of Psychiatric Narratives
Kyung Ho Lim, Byung-Hoon Kim
Psychiatric narratives encode patient identity not only through explicit identifiers but also through idiosyncratic life events embedded in their clinical structure. Existing de-id…
cs.CL2025
Susceptibility of Large Language Models to User-Driven Factors in Medical Queries
Kyung Ho Lim, Ujin Kang, Xiang Li +4
Large language models (LLMs) are increasingly used in healthcare, but their reliability is heavily influenced by user-driven factors such as question phrasing and the completeness…
cs.CL2025
PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents
Jingoo Lee, Kyungho Lim, Young-Chul Jung +1
Recent advances in large language models (LLMs) have accelerated the development of conversational agents capable of generating human-like responses. Since psychiatric assessments…