@article{languagemodelsandretrievalaugmented, title = {Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports}, author = {Mohamed Sobhi Jabal and Pranav Warman and Jikai Zhang and Kartikeye Gupta and Ayush Jain and Maciej Mazurowski and Walter Wiggins and Kirti Magudia and Evan Calabrese}, year = {2024}, eprint = {2409.10576}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2409.10576v2}, }