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
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