@article{systematiccomparativeanalysisoflargepret, title = {Systematic Comparative Analysis of Large Pretrained Language Models on Contextualized Medication Event Extraction}, author = {Tariq Abdul-Quddoos and Xishuang Dong and Lijun Qian}, year = {2025}, eprint = {2509.19224}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.19224}, }