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Machine Translation Evaluation with BERT Regressor
July 29, 2019 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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Authors
Hiroki Shimanaka, Tomoyuki Kajiwara, Mamoru Komachi
arXiv ID
1907.12679
Category
cs.CL: Computation & Language
Citations
26
Venue
arXiv.org
Last Checked
4 months ago
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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