@article{wang-etal-2025-adversarial-defense,
    title = "Adversarial Defense without Adversarial Defense: Enhancing Language Model Robustness via Instance-level Principal Component Removal",
    author = "Wang, Yang  and
      Xiao, Chenghao  and
      Li, Yizhi  and
      Middleton, Stuart E.  and
      Al Moubayed, Noura  and
      Lin, Chenghua",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "13",
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2025.tacl-1.63/",
    doi = "10.1162/tacl.a.43",
    pages = "1381--1409"
}