@article{evoselectdataefficientllmevolutionfortar, title = {EvoSelect: Data-Efficient LLM Evolution for Targeted Task Adaptation}, author = {Ting-Wei Li and Sirui Chen and Jiaru Zou and Yingbing Huang and Tianxin Wei and Jingrui He and Hanghang Tong}, year = {2026}, eprint = {2604.26170}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.26170}, }