@article{languageawaretokenboostingllmlanguagecon,
  title = {Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning},
  author = {Trapoom Ukarapol and Pakhapoom Sarapat and Nut Chukamphaeng},
  year = {2026},
  eprint = {2606.08994},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.08994},
}