Natural Language Processing

Majority or Minority: 固有表現抽出におけるデータの不均衡性に着目した損失関数の提案
言語処理学会第 29 回年次大会，2023.
PDF
Majority or Minority: 固有表現抽出におけるデータの不均衡性に着目した損失関数の提案
Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training
Springer Applied Intelligence (Impact Factor: 5.019 in 2021)
PDF DOI Preprint
Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training
Feedback is Needed for Retakes: An Explainable Poor Image Notification Framework for the Visually Impaired
Proc. IEEE 19th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET).
DOI Preprint
Feedback is Needed for Retakes: An Explainable Poor Image Notification Framework for the Visually Impaired
Expressions Causing Differences in Emotion Recognition in Social Networking Service Documents
Proc. of the 31st ACM International Conference on Information & Knowledge Management (CIKM2022). (Acceptance rate = 29.04%)
PDF Poster DOI Preprint Lightning talk
Expressions Causing Differences in Emotion Recognition in Social Networking Service Documents
ViT-CLT: パッチ分割した文字画像から偏旁冠脚を考慮した文書分類
言語処理学会第 28 回年次大会，2022.
PDF
ViT-CLT: パッチ分割した文字画像から偏旁冠脚を考慮した文書分類
書き手と読み手の怒りの感情認識の差の原因となる表現の獲得
言語処理学会第 28 回年次大会，2022.
PDF
書き手と読み手の怒りの感情認識の差の原因となる表現の獲得
Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training
IEEE Access (Impact Factor: 3.367 in 2020; 1st place in Engineering & Computer Science (general) at Google Scholar Metrics)
PDF DOI Preprint Code
Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training
キャプション生成時低品質データ事前検知の試み
言語処理学会第 27 回年次大会，2021.
PDF
キャプション生成時低品質データ事前検知の試み
半教師あり文書分類のための仮想敵対的学習による注意機構の頑健性および解釈性の向上
言語処理学会第 27 回年次大会，2021.
PDF
半教師あり文書分類のための仮想敵対的学習による注意機構の頑健性および解釈性の向上
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 (AACL-IJCNLP SRW 2020)
PDF Preprint Code Video
Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation