RubricBench: Aligning Model-Generated Rubrics with Human Standards
Qiyuan Zhang, Junyi Zhou，Yufei Wang, Fuyuan Lyu, Yidong Ming, Can Xu, Qingfeng Sun, Kai Zheng, Peng Kang, Xue Liu, Chen Ma. · ACL 2026 Main
I am currently a candidate Ph.D. student advised by Prof. Chen Ma. Previously, I completed my B.Sc. and M.Sc. in Computer Science at the University of Electronic Science and Technology of China and spent time at Singapore Management University working with Jing Jiang. Soon, I will join Prof. Xue Liu’s group at MBZUAI as a visiting student.
My research interests lie in auto‑evaluation, reward modeling, preference modeling, and improved scaling strategies such as test‑time scaling for large language models. I am always excited about new collaborations—if you share these interests or see potential synergies, feel free to reach out via email!
Now, I have interned with Noah Lab@Huawei (Hong Kong) and Hunyuan team@Tencent, where I am focusing my efforts on advancing reward modeling. I am also seeking visiting or research‑intern opportunities to further explore frontier research topics.
In addition, I regularly post self-reflections on Medium—feel free to take a look if you’re interested!
Current Research Areas
- LLM‑as‑a‑Judge / Reward Models
- Methods for Test‑Time Scaling
- LLM Performance Prediction
- Automatic Benchmark Construction
