@article{whenlonghelpsshorthowcontextlengthinsupe, title = {When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models}, author = {Yingming Zheng and Hanqi Li and Kai Yu and Lu Chen}, year = {2025}, eprint = {2509.18762}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.18762}, }