@article{mllm3recamotivationawareuseriteminteract, title = {M-$LLM^3$REC: A Motivation-Aware User-Item Interaction Framework for Enhancing Recommendation Accuracy with LLMs}, author = {Lining Chen and Qingwen Zeng and Huaming Chen}, year = {2025}, eprint = {2508.15262}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.15262}, }