@article{ultraunleashllmspotentialforevent, title = {ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Refinement}, author = {Xinliang Frederick Zhang and Carter Blum and Temma Choji and Shalin Shah and Alakananda Vempala}, year = {2024}, eprint = {2401.13218}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2401.13218v1}, }