@article{consintbenchevaluatinglanguagemodelsonre, title = {ConsintBench: Evaluating Language Models on Real-World Consumer Intent Understanding}, author = {Xiaozhe Li and TianYi Lyu and Siyi Yang and Yuxi Gong and Yizhao Yang and Jinxuan Huang and Ligao Zhang and Zhuoyi Huang and Qingwen Liu}, year = {2025}, eprint = {2510.13499}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.13499}, }