Beyond the Hype: How Small Language Models and Knowledge Graphs are Redefining Domain-Specific AI

The paper establishes the importance of a combination of Small Language Models (SLMs) with their smallness and modularity in control and fine-tuning in a narrow context. The paper also quantifies the limitations of the generalist LLM based on its propensity to hallucinate.