Glyph-aware Embedding of Chinese Characters

shunk031 / paper-survey

📚 Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese

https://shunk031.github.io/paper-survey/

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Closed shunk031 closed 6 years ago

shunk031 commented 6 years ago

shunk031 commented 6 years ago

漢字特有の文字の表意性を明示的に組み込み，文字形状を意識した文字の埋め込み手法を提案．埋め込みにはCNNを利用し，CNNでembeddした文字表現をGRUやBidirectional LSTMで使用する．言語モデリングと単語分割タスクでSoTA