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International Publication
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
)
Shunsuke Kitada, Ph.D.
,
Hitoshi Iyatomi
PDF
DOI
Preprint
Code
Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation
Proc. AACL-IJCNLP SRW 2020
Takumi Aoki
,
Shunsuke Kitada, Ph.D.
,
Hitoshi Iyatomi
PDF
Preprint
Code
Video
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss
Proc. ACL SRW 2020
Mahmoud Daif
,
Shunsuke Kitada, Ph.D.
,
Hitoshi Iyatomi
PDF
Video
DOI
Preprint
Code
Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creative
KDD2019 (
Acceptance rate = 20%
;
1st place in Data Mining & Analysis at Google Scholar Metrics
)
Shunsuke Kitada, Ph.D.
,
Hitoshi Iyatomi
,
Yoshifumi Seki
PDF
Poster
DOI
Preprint
Code
Video
Blitz presentation
End-to-End Text Classification via Image-based Embedding using Character-level Networks
Proc. AIPR Workshop 2018
Shunsuke Kitada, Ph.D.
,
Ryunosuke Kotani
,
Hitoshi Iyatomi
PDF
DOI
Preprint
Code
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