3 papers
cs.CL2025
Examining Spanish Counseling with MIDAS: a Motivational Interviewing Dataset in Spanish
Aylin Gunal, Bowen Yi, John Piette +2
Cultural and language factors significantly influence counseling, but Natural Language Processing research has not yet examined whether the findings of conversational analysis for…
cs.HC2025
MeetMap: Real-Time Collaborative Dialogue Mapping with LLMs in Online Meetings
Xinyue Chen, Nathan Yap, Xinyi Lu +2
Video meeting platforms display conversations linearly through transcripts or summaries. However, ideas during a meeting do not emerge linearly. We leverage LLMs to create dialogue…
cs.CL2024
Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models
Aylin Gunal, Baihan Lin, Djallel Bouneffouf
Given the increasing demand for mental health assistance, artificial intelligence (AI), particularly large language models (LLMs), may be valuable for integration into automated cl…