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Andrei Popescu-Belis

2 accepted papers

2024

Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation

ACL 2024long

Neural machine translation systems estimate probabilities of target sentences given source sentences, yet these estimates may not align with human preferences. This work introduces QE-fusion, a method that synthesizes translations using a quality estimation metric (QE), which correlates better with…

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