LLM relevance judgments align with physician trainees on only about 45 to 66 percent of sentences, and pruning contexts to physician-labeled relevant sentences improves LLM and trainee accuracy.
LLMs with Chain-of-Thought Are Non-Causal Reasoners.CoRR, January 2024
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MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering
LLM relevance judgments align with physician trainees on only about 45 to 66 percent of sentences, and pruning contexts to physician-labeled relevant sentences improves LLM and trainee accuracy.