Art

J-GLOBAL ID：201702290029331321   Reference number：17A1817760

サブワードユニットを用いたニューラル機械翻訳における形態素情報の効果

Author (2)： NAKAMURA NAOMICHI (豊橋技科大) ,  ISAHARA HITOSHI (豊橋技科大 情報メディア基盤セ)
Material： 情報処理学会研究報告(Web)  (IPSJ Technical Report (Web))
Volume： 2017  Issue： NL-233  Page： Vol.2017-NL-233,No.3,1-7 (WEB ONLY)  Publication year： Oct. 17, 2017 
JST Material Number： U0451A  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *Machine Learning ,  *machine translation ,  neural network (biomodel) ,  automatic language processing ,  index term ,  corpus ,  cost ,  morpheme ,  *accuracy ,  *deep learning ,  calculation cost
Semi thesaurus term： sub-word ,  *translation accuracy

JST classification (2)： Natural language processing  (JE06000L) ,  Artificial intelligence  (JE08000Z)

Reference (16)：

• Cho, K., van Merrienboer, B., Gulcehre, C., Bahdanau, D., Bougares, F., Schwenk, H. and Bengio, Y.: Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation, Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, pp. 1724-1734 (2014).
• Costa-juss?, M. R. and Fonollosa, J. A. R.: Character-based Neural Machine Translation, Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp. 357-361 (2016).
• Dzmitry, B., Cho, K. and Bengio, Y.: Neural Machine Translation by Jointly Learning to Align and Translate, ICLR 2015 (2015).
• Eriguchi, A., Hashimoto, K. and Tsuruoka, Y.: Tree-to-Sequence Attentional Neural Machine Translation, Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 823-833 (2016).
• Gage, P.: A New Algorithm for Data Compression, C Users J., pp. 23-38 (1994).

Terms in the title (2)： ニューラル機械翻訳 ,  形態素