@article{moesarestrongerthanyouthinkhyperparallel, title = {MoEs Are Stronger than You Think: Hyper-Parallel Inference Scaling with RoE}, author = {Soheil Zibakhsh and Mohammad Samragh and Kumari Nishu and Lauren Hannah and Arnav Kundu and Minsik Cho}, year = {2025}, eprint = {2509.17238}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.17238}, }