@article{neuralincompatibilitytheunbridgeablegap, title = {Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models}, author = {Yuqiao Tan and Shizhu He and Kang Liu and Jun Zhao}, year = {2025}, eprint = {2505.14436}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.14436v1}, }