@article{foundationalautomaticevaluatorsscalingmu, title = {Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains}, author = {Austin Xu and Xuan-Phi Nguyen and Yilun Zhou and Chien-Sheng Wu and Caiming Xiong and Shafiq Joty}, year = {2025}, eprint = {2510.17793}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.17793}, }