@article{attentionbasinwhycontextualpositionmatte, title = {Attention Basin: Why Contextual Position Matters in Large Language Models}, author = {Zihao Yi and Delong Zeng and Zhenqing Ling and Haohao Luo and Zhe Xu and Wei Liu and Jian Luan and Wanxia Cao and Ying Shen}, year = {2025}, eprint = {2508.05128}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.05128}, }