@inproceedings{geng-etal-2026-deepsearch, title = "{D}eep{S}earch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment", author = "Geng, Xinyu and He, Xuanhua and Chen, Sixiang and Xiao, Yanjing and Zhang, Fan and Huang, Shijue and Mi, Haitao and Liang, Zhenwen and Fang, Tianqing and Fung, Yi R.", 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.1117/", pages = "25576--25601", ISBN = "979-8-89176-459-0" }