Kazuya Shimura

3 papers · 2018–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

EMNLP (2) ACL (1)

Top co-authors

Jiyi Li (3) Fumiyo Fukumoto (3) Ayaka Sato (1)

Research topics

Machine Learning (2) Natural Language Processing (2) Applications (2) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Architectures (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

text categorization (2) multi-task learning (2) text classification (1) hierarchical classification (1) multi-label classification (1) convolutional neural network (1) hierarchical category (1) score prediction (1) word sense (1) short text (1) shared structure (1) neural network (1) predominant sense (1) domain-specific sense (1) domain adaptation (1)

Papers

Multi-task Peer-Review Score Prediction EMNLP 2020 Text Categorization by Learning Predominant Sense of Words as Auxiliary Task ACL 2019 HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization EMNLP 2018