A blocking-plus-LLM-matching method delivers higher precision and broader coverage than threshold or top-K baselines while maintaining comparable recall on ICD version mapping tasks.
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Managing Map Cardinality in Automatic Disease Classification Mapping: Balancing Precision, Recall and Coverage
A blocking-plus-LLM-matching method delivers higher precision and broader coverage than threshold or top-K baselines while maintaining comparable recall on ICD version mapping tasks.