@inproceedings{yao-etal-2026-langmarl, title = "{L}ang{MARL}: Natural Language Multi-Agent Reinforcement Learning via Semantic Credit Assignment", author = "Yao, Huaiyuan and Da, Longchao and Liu, Xiaoou and Fleming, Charles and Chen, Tianlong and Wei, Hua", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1837/", pages = "41793--41807", ISBN = "979-8-89176-459-0" }