A single LLM guided by a reusable prompt template matches or beats specialized models on the average of 15 oncology abstraction tasks, at roughly one-tenth the human effort.
Limitations of transformers on clinical text classification
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Universal Abstraction: Harnessing Frontier Models to Structure Real-World Data at Scale
A single LLM guided by a reusable prompt template matches or beats specialized models on the average of 15 oncology abstraction tasks, at roughly one-tenth the human effort.