2 papers
cs.CL2019
Machine Translation Evaluation with BERT Regressor
Hiroki Shimanaka, Tomoyuki Kajiwara, Mamoru Komachi
We introduce the metric using BERT (Bidirectional Encoder Representations from Transformers) (Devlin et al., 2019) for automatic machine translation evaluation. The experimental re…
cs.CL2018
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations
Hiroki Shimanaka, Tomoyuki Kajiwara, Mamoru Komachi
Sentence representations can capture a wide range of information that cannot be captured by local features based on character or word N-grams. This paper examines the usefulness of…