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Machine Translation Evaluation with BERT Regressor (1907.12679v1)
Published 29 Jul 2019 in cs.CL
Abstract: We introduce the metric using BERT (Bidirectional Encoder Representations from Transformers) (Devlin et al., 2019) for automatic machine translation evaluation. The experimental results of the WMT-2017 Metrics Shared Task dataset show that our metric achieves state-of-the-art performance in segment-level metrics task for all to-English language pairs.
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