Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation

Takumi Aoki, Shunsuke Kitada, Hitoshi Iyatomi

We propose a new character-based text classification framework for non-alphabetic languages, such as Chinese and Japanese. Our framework consists of a variational character encoder…