Creole ↔ Large Language Models

Relations (1)

related 2.00 — strongly supporting 3 facts

Large Language Models are the primary subject of the CREOLA framework, which is designed to assess their clinical safety and hallucination rates as described in [1], [2], and [3].

Facts (3)

Sources

A framework to assess clinical safety and hallucination rates of LLMs ... nature.com Nature 3 facts

claimThe CREOLA platform was built by M.D. and S.K. to facilitate clinical safety and hallucination rate assessments in LLMs.

claimThe CREOLA framework is designed for the clinical safety assessment of large language models in clinical documentation scenarios.

claimThe authors propose a framework for assessing clinical safety and hallucination rates in large language models (LLMs) that includes an error taxonomy for classifying outputs, an experimental structure for iterative comparisons in document generation pipelines, a clinical safety framework to evaluate error harms, and a graphical user interface named CREOLA.