Ryota Ozaki
3 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
EMNLP (1)
NAACL (1)
Top co-authors
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