@article{onealgorithmtwogoalsdualscoringforparame, title = {One Algorithm, Two Goals: Dual Scoring for Parameter and Data Selection in LLM Fine-Tuning}, author = {Xinrui Chen and Liu Yang and Ou Wu}, year = {2026}, eprint = {2605.06166}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.06166}, }