@article{ariaacausalawareframeworkforrescuingllmr,
  title = {ARIA: A Causal-Aware Framework for Rescuing LLM Reasoning in Trustworthy Materials Discovery},
  author = {Yi Cao and Liaoyaqi Wang and Jieneng Chen and Benjamin Van Durme and Alan Yuille and Paulette Clancy},
  year = {2026},
  eprint = {2606.22375},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.22375},
}