AINeutralarXiv – CS AI · Apr 106/10
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Large Language Models for Outpatient Referral: Problem Definition, Benchmarking and Challenges
Researchers have developed a comprehensive evaluation framework for Large Language Models applied to outpatient referral systems in healthcare, revealing that LLMs offer limited advantages over simpler BERT-like models in static referral tasks but demonstrate potential in interactive dialogue scenarios. The study addresses the absence of standardized evaluation criteria for assessing LLM effectiveness in dynamic healthcare settings.