@article{llmsleanonpriorsnotprogramminglanguagese,
  title = {LLMs Lean on Priors, Not Programming Language Semantics},
  author = {Aditya Thimmaiah and Jiyang Zhang and Jayanth Srinivasa and Junyi Jessy Li and Milos Gligoric},
  year = {2025},
  eprint = {2510.03415},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.03415},
}