@inproceedings{gu-etal-2026-faithful,
    title = "Can Faithful {C}o{T} Improve Multi-turn {LLM} Agents? Effectiveness, Boundaries, and Paradoxes",
    author = "Gu, Tianle  and
      Yang, Xinqi  and
      Teng, Yan",
    editor = "Suglia, Alessandro  and
      Giulianelli, Mario  and
      Schlangen, David  and
      Bernardi, Raffaella  and
      Fern{\'a}ndez, Raquel  and
      Hakimov, Sherzod  and
      McCallum, Sabrina  and
      Mazzaccara, Davide  and
      Le, Dieu-Thu  and
      Lemon, Oliver  and
      Koller, Alexander",
    booktitle = "The Proceedings of Improving Language Models through Learning from Dialogue Game Interaction",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.lmplayschool-1.2/",
    pages = "19--29",
    ISBN = "979-8-89176-467-5"
}