@inproceedings{shi-etal-2026-grail, title = "{GRAIL}: Gradient-Reward Aligned Initialization for {L}o{RA}-based {GRPO}", author = "Shi, Liwen and Zeng, Zijie and Wang, Bowen and Yunji and Chen, Zeyu and Shao, Xinyu and Sun, Xinzheng and Xiong, Xuyang and Wu, Haoyang and Zhang, Sheng", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.926/", pages = "19549--19565", ISBN = "979-8-89176-462-0" }