@article{chen2026sempa, title={SemPA: Improving Sentence Embeddings of Large Language Models through Semantic Preference Alignment}, author={Chen, Ziyang and Huang, Zhenxuan and Wang, Yile and Wang, Weiqin and Yin, Lu and Huang, Hui}, journal={arXiv preprint arXiv:2601.05075}, year={2026} }