CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) 2026 Open access

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Authors: Benlu Wang, Ziyao Shangguan, Kyle Tegtmeyer, Zhenyu Zhang, Sophie Chheang, Arman Cohan
DOI: 10.18653/v1/2026.acl-demo.60
Cited by: 1

Abstract

Benlu Wang, Ziyao Shangguan, Kyle Tegtmeyer, Zhenyu Zhang, Sophie Chheang, Arman Cohan. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations). 2026.

Fields of Study & Subjects

Machine Learning in Healthcare Topic Modeling Biomedical Text Mining and Ontologies

Publication details

Journal / source
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)
Publisher
Association for Computational Linguistics
Pages
605–614
Publication date
1 January 2026