Balamurugan Paramasivam

RubriX: A Fast, Fine-Tunable Non-Autoregressive Rubric Judge

Rubric-based evaluation asks which level of a rubric a response meets. It is usually done by prompting a large language model (LLM) as a judge, which needs a generative call per judgment and reads every level description, so its cost grows with the rubric. We present RubriX, a rubric judge whose architecture is inspire...