Confidence Intervals

AbstractThe goal of this work is to improve current translation models by taking into account additional knowledge sources such as semantically motivated segmentation or statistical categorization. Specifically, two different approaches …...

Automatic Machine Translation metrics, such as BLEU, are widely used in empirical eval- uation as a substitute for human assessment. Subsequently, the performance of a given met- ric is measured …...

AbstractPerformance prediction, the task of estimating a system’s performance without performing experiments, allows us to reduce the experimental burden caused by the combinatorial explosion of different datasets, languages, tasks, and …...