Papers by Marlies van der Wees
Evaluation of Machine Translation Performance Across Multiple Genres and Languages (L18-1)
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| Challenge: | In this paper, we evaluate the impact of genre differences on machine translation (MT) for a diverse set of language pairs . BLEU score differences between genres can be large for all genres and all language pairs. |
| Approach: | They use multi-genre benchmarks to evaluate the impact of genre differences on machine translation (MT) they train and use genre classifiers to route test documents to the most appropriate genre systems . |
| Outcome: | The proposed system can improve translation quality for all genres and language pairs . |