@inproceedings{murtaza-etal-2026-synthetic,
    title = "When Synthetic Data Hurts: On Catastrophic Forgetting in Skill Retrieval for {LLM} Agents",
    author = "Murtaza, Syed Shariyar  and
      Nie, Yifan  and
      Soni, Utkarsh  and
      Wen, Eugene  and
      Frydenlund, Arvid",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.172/",
    pages = "2924--2938",
    ISBN = "979-8-89176-460-6"
}