Papers by Rik Van Noord
Multi-perspective Alignment for Increasing Naturalness in Neural Machine Translation (2025.acl-long)
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| Challenge: | Neural machine translation systems amplify lexical biases, rendering outputs artificially impoverished . Attempts to increase naturalness in NMT can fall short in terms of content preservation . |
| Approach: | They propose a method that rewards both naturalness and content preservation . they use multiple perspectives to produce more natural translations . |
| Outcome: | The proposed method produces translations that are lexically richer and exhibit more properties of human-written language without loss in translation accuracy. |