Image-based Character Embedding

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

Proc. of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: Student Research Workshop

AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss

Proc. of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop

文字単位の解釈可能な潜在表現の data augmentation

言語処理学会第 26 回年次大会,2020.

Image-based Character Embedding for Arabic Document Classification

言語処理学会第 26 回年次大会,2020.

Script-aware embedding を用いた文字表現の獲得

言語処理学会第 26 回年次大会,2020.

Image Based Character Embeddings for Arabic Document Classification

NLP 若手の会 (YANS) 第 14 回シンポジウム,2019.

日本語の文字体系を考慮した文書分類モデルの提案

NLP 若手の会 (YANS) 第 14 回シンポジウム,2019.

End-to-End Text Classification via Image-based Embedding using Character-level Networks

Proc. of IEEE Applied Imagery Pattern Recognition (AIPR) 2018 Workshop

CE-CLCNN: Character Encoder を用いた Character-level Convolutional Neural Networks によるテキスト分類

言語処理学会第 24 回年次大会,2018.

Character-level Convolutional Neural Networks における Wildcard Training の基礎検討

NLP 若手の会 (YANS) 第 12 回シンポジウム,2017.