Search Results for author: Hiroki Shimanaka

Found 6 papers, 1 papers with code

Automated Essay Scoring System for Nonnative Japanese Learners

no code implementations LREC 2020 Reo Hirao, Mio Arai, Hiroki Shimanaka, Satoru Katsumata, Mamoru Komachi

In this study, we created an automated essay scoring (AES) system for nonnative Japanese learners using an essay dataset with annotations for a holistic score and multiple trait scores, including content, organization, and language scores.

Automated Essay Scoring

Machine Translation Evaluation with BERT Regressor

no code implementations29 Jul 2019 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.

Machine Translation Translation

Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations

no code implementations NAACL 2018 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.

Machine Translation Sentence +1

Cannot find the paper you are looking for? You can Submit a new open access paper.