@article{exploringllmsforscientificinformationext, title = {Exploring LLMs for Scientific Information Extraction Using The SciEx Framework}, author = {Sha Li and Ayush Sadekar and Nathan Self and Yiqi Su and Lars Andersland and Mira Chaplin and Annabel Zhang and Hyoju Yang and James B Henderson and Krista Wigginton and Linsey Marr and T. M. Murali and Naren Ramakrishnan}, year = {2025}, eprint = {2512.10004}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.10004}, }