@inproceedings{xie-etal-2026-dr3, title = "{DR}$^3$-Eval: Towards Realistic and Reproducible Deep Research Evaluation", author = "Xie, Qianqian and Zhu, He and Han, Xueming and Xiong, Qingheng and Xia, Tiantian and Meng, Fanyu and Wang, Jiakai and Bai, Zhiqi and Jiang, Chengkang and Wang, Zhaohui and Guo, Yubin and Wen, Yuqing and Mao, Jiayang and Zhang, Zijie and Li, Shihao and Wang, Yanghai and Ren, Yuxiang and Feng, Junlan and Liu, Jiaheng", 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.1691/", pages = "38472--38504", ISBN = "979-8-89176-459-0" }