@article{popipersonalizingllmsviaoptimizednatural, title = {POPI: Personalizing LLMs via Optimized Natural Language Preference Inference}, author = {Yizhuo Chen and Xin Liu and Ruijie Wang and Zheng Li and Pei Chen and Changlong Yu and Qingyu Yin and Priyanka Nigam and Meng Jiang and Bing Yin}, year = {2025}, eprint = {2510.17881}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.17881}, }