2 papers
cs.CL2025
Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease
Nic Dobbins, Christelle Xiong, Kristine Lan +1
Objective: To demonstrate the capabilities of Large Language Models (LLMs) as autonomous agents to reproduce findings of published research studies using the same or similar datase…
cs.CL2024
Generalizable and Scalable Multistage Biomedical Concept Normalization Leveraging Large Language Models
Nicholas J Dobbins
Background: Biomedical entity normalization is critical to biomedical research because the richness of free-text clinical data, such as progress notes, can often be fully leveraged…