@article{learningtotradelikeanexpertcognitivefine,
  title = {Learning to Trade Like an Expert: Cognitive Fine-Tuning for Stable Financial Reasoning in Language Models},
  author = {Yuchen Pan and Soung Chang Liew},
  year = {2026},
  eprint = {2604.16862},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.16862},
}