@inproceedings{kordjamshidi-etal-2026-reasoners,
    title = "Reasoners or Translators? Contamination-aware Evaluation and Neuro-Symbolic Robustness on Tax Law",
    author = "Kordjamshidi, Parisa  and
      Aslan, Samer  and
      Seshadri, Madhavan  and
      Barrett, Leslie  and
      Santus, Enrico",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.23/",
    pages = "344--360",
    ISBN = "979-8-89176-406-4"
}