Ryota Ozaki
3 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
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Research topics
Keywords
active learning
(1)
reinforcement learning
(1)
domain adaptation
(1)
preference learning
(1)
relation extraction
(1)
named entity recognition
(1)
medical report generation
(1)
bayesian optimization
(1)
multi-objective optimization
(1)
acquisition function
(1)
imbalanced learning
(1)
radiology report
(1)
pareto front
(1)
data-to-text generation
(1)
imbalanced dataset
(1)
model generalizability
(1)
clinical correctness
(1)
data augmentation for reinforcement learning
(1)
image diagnosis
(1)
Papers
Finding-Centric Structuring of Japanese Radiology Reports and Analysis of Performance Gaps for Multiple Facilities
NAACL 2025
Multi-Objective Bayesian Optimization with Active Preference Learning
AAAI 2024
Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation
EMNLP 2020