Penalizing Length: Uncovering Systematic Bias in Quality Estimation Metrics

Yilin Zhang, Wenda Xu, Zhongtao Liu +2

Quality Estimation (QE) metrics are vital in machine translation for reference-free evaluation and increasingly serve as selection criteria in data filtering and candidate rerankin…