Author

Zijian Li

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#natural language process... May 2026

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation

EvoRubric is proposed, a co-evolutionary RL framework that combines criterion-validity feedback, response discrimination, and peer agreement to learn rubrics for open-ended generation and improves over matched static and external evolving-rubric baselines across five benchmarks in Medical, Writing, and Science.

Xin Guan, Xiaomeng Hu, Shen Huang et al. · arXiv.org · 15 citations · ⚡5