G. Kovács

Mitigating Metric Bias in Minimum Bayes Risk Decoding

2024 · arXiv (Cornell University)

While Minimum Bayes Risk (MBR) decoding using metrics such as COMET or MetricX has outperformed traditional decoding methods such as greedy or beam search, it introduces a challenge we refer to as metric bias. As …