Neural Network Language Model for Chinese Pinyin Input Method Engine,Shien-Yuan Chen, Rui Wang, Hai Zhao, 29th Pacific Asia Conference on Language, Information and Computation pages 455 – 461, Shanghai, China, 10.30-11.1, 2015
Using continuous lexical embeddings to improve symbolicprosody prediction in ...浩気 西山
Asaf Rendel, Raul Fernandez, Ron Hoory, Bhuvana Ramabhadran, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March.2016.
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirec...浩気 西山
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN CRF,Yan Shao and Christian Hardmeier and Jorg Tiedemann and Joakim Nivre, Proceedings of the The 8th International Joint Conference on Natural Language Processing, pages 173–183, Taipei, Taiwan, November 27 – December 1, 2017
Lyan Verwimp, Joris Pelemans, Hugo Van hamme, Patrick Wambacq, Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, pages 417–427, Valencia, Spain, April 3-7, 2017
Character aware-neural-networks-for-arabic-named-entity-recognition-for-socia...浩気 西山
Mourad Gridach, Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, pages 23–32, Osaka, Japan, December 11-17 2016.
Using continuous lexical embeddings to improve symbolicprosody prediction in ...浩気 西山
Asaf Rendel, Raul Fernandez, Ron Hoory, Bhuvana Ramabhadran, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March.2016.
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirec...浩気 西山
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN CRF,Yan Shao and Christian Hardmeier and Jorg Tiedemann and Joakim Nivre, Proceedings of the The 8th International Joint Conference on Natural Language Processing, pages 173–183, Taipei, Taiwan, November 27 – December 1, 2017
Lyan Verwimp, Joris Pelemans, Hugo Van hamme, Patrick Wambacq, Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, pages 417–427, Valencia, Spain, April 3-7, 2017
Character aware-neural-networks-for-arabic-named-entity-recognition-for-socia...浩気 西山
Mourad Gridach, Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, pages 23–32, Osaka, Japan, December 11-17 2016.
Effective search space reduction for spell correction using character neural ...浩気 西山
Harshit Pande, Effective search space reduction for spell correction using character neural embeddings, Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 170–174, Valencia, Spain, April 3-7, 2017. 1
Effective search space reduction for spell correction using character neural ...浩気 西山
Harshit Pande, Effective search space reduction for spell correction using character neural embeddings, Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 170–174, Valencia, Spain, April 3-7, 2017. 1
Neural Network Language Model For Chinese Pinyin Input Method Engine
1. Neural Network Language Model
for Chinese Pinyin Input Method Engine
長岡技術科学大学 自然言語処理研究室
修士1年 西山 浩気
Shien-Yuan Chen, Rui Wang, Hai Zhao, 29th Pacific Asia Conference on Language,
Information and Computation pages 455 – 461, Shanghai, China, 10.30-11.1, 2015
4. Pinyinから中国語に変換する際に曖昧性
先行研究 (IME)
Back-off N-gram language model (BNLMs)
[Chen and Goodman, 1996; 1999; Stolcke, 2002a]
✓ Pinyin IME で広く利用
Neural Network Language model (NNLMs)
[Bengio et al., 2003; Schwenk, 2007; Le at al.,2010]
✓ IMEとして利用するには 出力に時間がかかりすぎる
2. はじめに
4