Symbolizing Numbers to Improve Neural Machine Translation |
Kang, Cheongwoong
(School of Computer Science and Electrical Engineering, Handong Global University)
Ro, Youngheon (School of Computer Science and Electrical Engineering, Handong Global University) Kim, Jisu (School of Computer Science and Electrical Engineering, Handong Global University) Choi, Heeyoul (School of Computer Science and Electrical Engineering, Handong Global University) |
1 | Y. Koren, R. Bell, and C. Volinsky, "Matrix factorization techniques for recommender systems," IEEE Computer Society, Vol. 42, No. 8, pp.30-37, August 2009. |
2 | H. Choi, Y. Kang, and M. Kang, "Pet shop recommendation system based on implicit feedback," Journal of Digital Contents Society, Vol. 18, No. 1, pp. 1-4, 2017. DOI |
3 | Y. LeCun, Y. Bengio, and G. E. Hinton, "Deep learning," Nature, Vol. 521, No. 7553, pp. 436-444, 2015. DOI |
4 | A. Krizhevsky, I. Sutskever, and G. E. Hinton, "Imagenet classification with deep convolutional neural networks," Neural Information Processing Systems, pp. 1097-1105, 2012. |
5 | G. Hinton, L. Deng, D. Yu, G. Dahl, A. Mohamed, N. Jaitly, A. Senior, V. Vanhoucke, P. Nguyen, T. N. Sainath, and B. Kingsbur, "Deep neural networks for acoustic modeling in speech recognition," IEEE Signal processing magazine, pp.82-97, 2012. |
6 | K. Xu, J. Ba, R. Kiros, K. Cho, A. Courville, R. Salakhutdinov, R. Zemel, and Y. Bengio, "Show, attend and tell: Neural Image Caption Generation with Visual Attention," in Proceeding of the International Conference on Machine Learning, Lille: France, pp. 2048-2057, July 2015. |
7 | I. Sutskever, O. Vinyals, and Q. V. Le, "Sequence to Sequence Learning with Neural Networks", NIPS 2014. |
8 | D. Bahdanau, K. Cho, and Y. Bengio, "Neural Machine Translation by Jointly Learning to Align and Translate", ICLR 2015. |
9 | R. Sennrich, B. Haddow, and A. Birch. " Neural machine translation ofrare words with subword units," arXivpreprint arXiv:1508.07909, 2015. |
10 | H. Choi, K. Cho, and Y. Bengio, "Context-dependent word representation for neural machine translation", Computer Speech & Language, Vol. 45, p. 149-160, 2017. DOI |