Domain-Specific Jargon in Large Language Models: A Comparative Analysis between General-Purpose and Specialist Models

Large Language Models (LLMs) have shown remarkable proficiency on general-purpose tasks, yet their performance often degrades in highly-specialized technical domains. Moreover, little is known about how parametric knowledge of domain-specific terms is encoded within these models. We address this gap