A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation

EMNLP 2018 Mathias MüllerAnnette RiosElena VoitaRico Sennrich

The translation of pronouns presents a special challenge to machine translation to this day, since it often requires context outside the current sentence. Recent work on models that have access to information across sentence boundaries has seen only moderate improvements in terms of automatic evaluation metrics such as BLEU... (read more)

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