284 citations · 1.1k across the 20 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.CL2019
Translationese as a Language in "Multilingual" NMT
Parker Riley, Isaac Caswell, Markus Freitag +1
Machine translation has an undesirable propensity to produce "translationese" artifacts, which can lead to higher BLEU scores while being liked less by human raters. Motivated by t…
cs.CL2019
APE at Scale and its Implications on MT Evaluation Biases
Markus Freitag, Isaac Caswell, Scott Roy
In this work, we train an Automatic Post-Editing (APE) model and use it to reveal biases in standard Machine Translation (MT) evaluation procedures. The goal of our APE model is to…