Alon Lavie

Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability

2018 · Figshare

In statistical machine translation, a researcher seeks to determine whether some innovation (e.g., a new feature, model, or inference algorithm) improves translation quality in comparison to a baseline system. To answer this question, he runs …