@inproceedings{tsao-etal-2025-mapping,
    title = "Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates",
    author = "Tsao, Wen-Kwang  and
      Yu, Yao-Ching  and
      Huang, Chien-Ming",
    editor = "Potdar, Saloni  and
      Rojas-Barahona, Lina  and
      Montella, Sebastien",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2025",
    address = "Suzhou (China)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-industry.75/",
    pages = "1081--1091",
    ISBN = "979-8-89176-333-3"
}