@article{exploringthelimitsofpruningtaskspecificn, title = {Exploring the Limits of Pruning: Task-Specific Neurons, Model Collapse, and Recovery in Task-Specific Large Language Models}, author = {M. K. Khalidi Siam and Md. Tausif-Ul-Islam and Md. Reshad Romim Khan and Mohammed Ali Hossain and Mushfiqul Amin and Labib Hasan Khan and Niloy Farhan and Farig Sadeque}, year = {2026}, eprint = {2604.27115}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.27115}, }