@article{domodelshearlikeusprobingtherepresentati, title = {Do Models Hear Like Us? Probing the Representational Alignment of Audio LLMs and Naturalistic EEG}, author = {Haoyun Yang and Xin Xiao and Jiang Zhong and Yu Tian and Dong Xiaohua and Yu Mao and Hao Wu and Kaiwen Wei}, year = {2026}, eprint = {2601.16540}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.16540}, }