2 papers
cs.CL2025
Estimating Quality in Therapeutic Conversations: A Multi-Dimensional Natural Language Processing Framework
Alice Rueda, Argyrios Perivolaris, Niloy Roy +15
Engagement between client and therapist is a critical determinant of therapeutic success. We propose a multi-dimensional natural language processing (NLP) framework that objectivel…
cs.HC2025
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study
Karisa Parkington, Bazen G. Teferra, Marianne Rouleau-Tang +12
Thematic analysis provides valuable insights into participants' experiences through coding and theme development, but its resource-intensive nature limits its use in large healthca…