Yuki Kawara


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Recursive Neural Network Based Preordering for English-to-Japanese Machine Translation
Yuki Kawara | Chenhui Chu | Yuki Arase
Proceedings of ACL 2018, Student Research Workshop

The word order between source and target languages significantly influences the translation quality. Preordering can effectively address this problem. Previous preordering methods require a manual feature design, making language dependent design difficult. In this paper, we propose a preordering method with recursive neural networks that learn features from raw inputs. Experiments show the proposed method is comparable to the state-of-the-art method but without a manual feature design.

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Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation
Yuki Kawara | Yuto Takebayashi | Chenhui Chu | Yuki Arase
Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation: 5th Workshop on Asian Translation: 5th Workshop on Asian Translation