@article{fevofinancialknowledgeexpansionand, title = {FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models}, author = {Bo Pang and Yalu Ouyang and Hangfei Xu and Ziqi Jia and Panpan Li and Shengzhao Wen and Lu Wang and Shiyong Li and Yanpeng Wang}, year = {2025}, eprint = {2507.06057}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.06057v2}, }