@article{ametricformllmalignmentinlargescalerecom, title = {A Metric for MLLM Alignment in Large-scale Recommendation}, author = {Yubin Zhang and Yanhua Huang and Haiming Xu and Mingliang Qi and Chang Wang and Jiarui Jin and Xiangyuan Ren and Xiaodan Wang and Ruiwen Xu}, year = {2025}, eprint = {2508.04963}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.04963}, }