@article{bridgingsemanticunderstandingandpopulari, title = {Bridging Semantic Understanding and Popularity Bias with LLMs}, author = {Renqiang Luo and Dong Zhang and Yupeng Gao and Wen Shi and Mingliang Hou and Jiaying Liu and Zhe Wang and Shuo Yu}, year = {2026}, eprint = {2601.09478}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.09478}, }