Toru Nishino

4 papers · 2019–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

EMNLP (3) EACL (1)

Top co-authors

Tomoko Ohkuma (4) Tomoki Taniguchi (4) Ryuji Kano (3) Yasuhide Miura (2) Motoki Taniguchi (2) Noriyuki Tomiyama (1) Keigo Nakamura (1) Norihisa Nakano (1) Shoji Kido (1) Yuki Tagawa (1)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (2) Deep Learning (2) Healthcare & Medicine (2) Reinforcement Learning (2) Clinical (2) Core AI (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Methods (2) Applications (1) Learning Paradigms (1)

Keywords

reinforcement learning (2) multi-task learning (1) curriculum learning (1) medical imaging (1) attention mechanism (1) text generation (1) medical report generation (1) document classification (1) imbalanced learning (1) data quality (1) training data (1) attention weight (1) noisy data (1) radiology report generation (1) data-to-text generation (1) imbalanced dataset (1) sentence generation (1) hierarchical consistency (1) planning-based model (1) content planning (1)

Papers

Factual Accuracy is not Enough: Planning Consistent Description Order for Radiology Report Generation EMNLP 2022 Quantifying Appropriateness of Summarization Data for Curriculum Learning EACL 2021 Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation EMNLP 2020 Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning EMNLP 2019