@article{he2025rubric, title={Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following}, author={He, Yun and Li, Wenzhe and Zhang, Hejia and Li, Songlin and Mandyam, Karishma and Khosla, Sopan and Xiong, Yuanhao and Wang, Nanshu and Peng, Selina and Li, Beibin and others}, journal={arXiv preprint arXiv:2511.10507}, year={2025} }