Publications (4)
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
BigScience Workshop, :, Teven Le Scao +391
Large language models (LLMs) have been shown to be able to perform new tasks based on a few demonstrations or natural language instructions. While these capabilities have led to wi…
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…
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…
Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers
Alice Rueda, Mohammed S. Hassan, Argyrios Perivolaris +9
Large language models (LLMs) have demonstrated remarkable capabilities in natural language understanding, reasoning, and problem-solving across various domains. However, their abil…