Lucky Susanto

MetaMetrics-MT: Tuning Meta-Metrics for Machine Translation via Human Preference Calibration

2024 · arXiv (Cornell University)

We present MetaMetrics-MT, an innovative metric designed to evaluate machine translation (MT) tasks by aligning closely with human preferences through Bayesian optimization with Gaussian Processes. MetaMetrics-MT enhances existing MT metrics by optimizing their correlation with …