@article{acecefradatasetforautomatedevaluation,
  title = {Ace-CEFR -- A Dataset for Automated Evaluation of the Linguistic Difficulty of Conversational Texts for LLM Applications},
  author = {David Kogan and Max Schumacher and Sam Nguyen and Masanori Suzuki and Melissa Smith and Chloe Sophia Bellows and Jared Bernstein},
  year = {2025},
  eprint = {2506.14046},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.14046v1},
}