Lightweight Word-Level Confidence Estimation for Neural Interactive Translation Prediction

Abstract

In neural interactive translation prediction, a system provides translation suggestions (“auto-complete” functionality) for human translators. These translation suggestions may be rejected by the translator in predictable ways; being able to estimate confidence in the quality of translation suggestions could be useful in providing additional information for… (More)

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