作者位次 #5/6ACL 2026Workshop· ACL System Demonstrations
CPTC oder: A Reliable LLM System for Medical Procedure Code Prediction
Benlu Wang · Ziyao Shangguan · Kyle Tegtmeyer · Zhenyu Zhang · Sophie Chheang · Arman Cohan
摘要
We present CPTCoder , a human-in-the-loop system that predicts standardized medical procedure codes from clinical text. Clinical procedure coding is an extreme multi-label classification problem over a long-tailed space of short numeric identifiers, where a single-digit difference denotes an enti...