@inproceedings{liu-etal-2025-thinking,
    title = "Thinking Before You Speak: A Proactive Test-time Scaling Approach",
    author = "Liu, Cong  and
      Chai, Wenchang  and
      Wu, Hejun  and
      Pan, Yan  and
      Wei, Pengxu  and
      Lin, Liang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.1341/",
    doi = "10.18653/v1/2025.findings-emnlp.1341",
    pages = "24643--24650",
    ISBN = "979-8-89176-335-7"
}