2024
Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning
EMNLP 2024main
Medical coding, the translation of unstructured clinical text into standardized medical codes, is a crucial but time-consuming healthcare practice. Though large language models (LLM) could automate the coding process and improve the efficiency of such tasks, interpretability remains paramount for ma…