@article{easyadaptationanefficienttaskspecifickno, title = {Easy Adaptation: An Efficient Task-Specific Knowledge Injection Method for Large Models in Resource-Constrained Environments}, author = {Dong Chen and Zhengqing Hu and Shixing Zhao and Yibo Guo}, year = {2025}, eprint = {2512.17771}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.17771}, }