Toru Nishino
5 papers · 2019–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (3)
EACL (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
attention mechanism
(2)
hierarchical consistency
(2)
text generation
(2)
multi-task learning
(2)
document classification
(2)
reinforcement learning
(2)
training datum
(1)
attention weight
(1)
noisy datum
(1)
radiology report generation
(1)
data-to-text generation
(1)
imbalanced dataset
(1)
sentence generation
(1)
planning-based model
(1)
content planning
(1)
clinical correctness
(1)
data augmentation for reinforcement learning
(1)
content planner
(1)
text generator
(1)
image diagnosis
(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
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning
IJCNLP 2019