  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.
