@inproceedings{yang-etal-2025-efficient, title = "Efficient Integration of External Knowledge to {LLM}-based World Models via Retrieval-Augmented Generation and Reinforcement Learning", author = "Yang, Chang and Wang, Xinrun and Zhang, Qinggang and Jiang, Qi and Huang, Xiao", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/lei-li-partial-disambiguation/2025.findings-emnlp.504/", pages = "9484--9501", ISBN = "979-8-89176-335-7" }