Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting

Marco Naguib, Xavier Tannier, Aurélie Névéol

Large language models (LLMs) have become the preferred solution for many natural language processing tasks. In low-resource environments such as specialized domains, their few-shot…