Rubric-as-Experts: Case-Specific MQM Rubrics for Translation Error Span Detection

Weilu Xu, Yunzhi Shen, Xinye Wang +2

Large language models (LLMs) have shown potential for reference-free span-level translation quality estimation (QE), yet existing approaches based on Multidimensional Quality Metri…