Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge. - Yan-Lun Chen; Yi-Ru Wei; Chia-Yi Hsu; Chia-Mu Yu; Chun-Ying Huang; Ying-Dar Lin; Yu-Sung Wu; Wei-Bin Lee (CoRR, 2025)