@article{wilkens-etal-2026-automated, title = "Automated Essay Scoring and Language Certification: Assessing Generalizability, Agreement and Validity for {F}rench", author = "Wilkens, Rodrigo and Cardon, R{\'e}mi and Folny, Vincent and Fran{\c{c}}ois, Thomas", journal = "Transactions of the Association for Computational Linguistics", volume = "14", year = "2026", address = "Cambridge, MA", publisher = "MIT Press", url = "https://aclanthology.org/2026.tacl-1.44/", doi = "10.1162/tacl.a.693", pages = "983--1007" }