@inproceedings{zhang-etal-2025-reasoner,
    title = "A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy",
    author = "Zhang, Xiaoyun  and
      Ruan, Jingqing  and
      Ma, Xing  and
      Zhu, Yawen  and
      Chen, Jiansong  and
      Zeng, Ke  and
      Cai, Xunliang",
    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://aclanthology.org/2025.emnlp-industry.21/",
    pages = "310--324",
    ISBN = "979-8-89176-333-3"
}