@article{causalawarelargelanguagemodelsenhancing, title = {Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting}, author = {Wei Chen and Jiahao Zhang and Haipeng Zhu and Boyan Xu and Zhifeng Hao and Keli Zhang and Junjian Ye and Ruichu Cai}, year = {2025}, eprint = {2505.24710}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.24710v1}, }