@inproceedings{zhu-etal-2026-deeprubric, title = "{DEEPRUBRIC}: Evidence-Tree Rubric Supervision for Efficient Reinforcement Learning of Deep Research Agents", author = "Zhu, Minghang and Wei, Chuyang and Xu, Junhao and Cheng, Yilin and Chen, Zhumin and He, Jiyan", 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.2267/", pages = "51545--51571", ISBN = "979-8-89176-459-0" }