@inproceedings{zhang-etal-2026-treeps, title = "{T}ree{PS}-{RAG}: Tree-based Process Supervision for Reinforcement Learning in Agentic {RAG}", author = "Zhang, Tianhua and Li, Kun and Li, Junan and Li, Yunxiang and Luo, Hongyin and Wu, Xixin and Glass, James R. and Meng, Helen M.", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1007/", pages = "21297--21316", ISBN = "979-8-89176-462-0" }