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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.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…
cs.CL2023★ 9 cited
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
Oana Ignat, Zhijing Jin, Artem Abzaliev +19
Recent progress in large language models (LLMs) has enabled the deployment of many generative NLP applications. At the same time, it has also led to a misleading public discourse t…