@inproceedings{ji-etal-2026-speculate,
    title = "Speculate While You Reason: Teaching Agents to Predict Their Next Tool Call via Joint Agent{--}Speculator {RL}",
    author = "Ji, Jiabao  and
      Liu, Yujian  and
      An, Li  and
      Jain, Rohit  and
      Polatkan, Gungor  and
      Zhu, Siyu  and
      Chang, Shiyu",
    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.458/",
    pages = "9627--9642",
    ISBN = "979-8-89176-462-0"
}