@article{szep-etal-2026-fine, title = "Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide", author = {Szep, Marton and Rueckert, Daniel and von Eisenhart-Rothe, R{\"u}diger and Hinterwimmer, Florian}, journal = "Transactions of the Association for Computational Linguistics", volume = "14", year = "2026", address = "Cambridge, MA", publisher = "MIT Press", url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.17/", doi = "10.1162/tacl.a.627", pages = "341--377" }