Improving Prediction Performance and Model Interpretability through Attention Mechanisms from Basic and Applied Research Perspectives (Presentation for Doctoral Dissertation)

[IR Reading 2022秋 論文紹介] Expressions Causing Differences in Emotion Recognition in Social Networking Service Documents (CIKM'22) / IR Reading 2022 Autumn

NLPの研究を加速させるAllenNLP入門 / Introduction to AllenNLP to Accelerate NLP Research

私の学振DC2体験談 (2021~2022年度 学振 DC2 採用) / JSPS DC Hosei Seminar 2023

Practical and Interpretable Deep Learning Techniques in Our Iyatomi’s Lab

Learning to Faithfully Rationalize by Construction

Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?

広告クリエイティブと機械学習技術における現状と展望 / The Present and Future of Machine Learning for Ad Creatives

YANS2019 参加報告 / YANS2019 report

[論文紹介] Field-aware Probabilistic Embedding Neural Network for CTR Prediction [RecSys 2018] / Paper summary of Field-aware Probabilistic Embedding Neural Network for CTR Prediction

日本初の競技機械学習大会 Cpaw AI Competition の運営 / About Cpaw AI Competition in Kaggle Meetup Tokyo

[論文紹介] Context-Dependent Sentiment Analysis in User-Generated Videos [ACL 2017] / Paper summary of Context-Dependent Sentiment Analysis in User-Generated Videos

医療画像診断 研究動向2018 “ISIC 2018 Challenge”に見る皮膚障害認識 / A survey of medical image diagnosis in ISIC 2018 Skin Lesion Analysis Towards Melanoma Detection