2 papers
cs.CL2026
Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability
Tamara Wit, Lifeng Han, Carly Heipon +3
We present LLM4SDM, the first study of open-source smaller language models (OS-sLLMs) for automated assessment of shared decision making (SDM) using the Observer OPTION12 framework…
cs.CL2026
Analyzing Cancer Patients' Experiences with Embedding-based Topic Modeling and LLMs
Teodor-Călin Ionescu, Lifeng Han, Jan Heijdra Suasnabar +2
This study investigates the use of neural topic modeling and LLMs to uncover meaningful themes from patient storytelling data, to offer insights that could contribute to more patie…