Seiji Shimizu
5 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Learning Paradigms
(3)
Natural Language Processing
(2)
Applications
(2)
Learning Types
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Security & Privacy
(1)
Clinical
(1)
Core AI
(1)
Models
(1)
Privacy
(1)
Resources & Methods
(1)
Keywords
clinical nlp
(2)
contrastive learning
(1)
domain adaptation
(1)
text classification
(1)
data augmentation
(1)
information extraction
(1)
source-free domain adaptation
(1)
question answering
(1)
text generation
(1)
multi-label classification
(1)
privacy preservation
(1)
medical text
(1)
synthetic data generation
(1)
event ordering
(1)
data anonymization
(1)
language model
(1)
synthetic corpus
(1)
temporal relation extraction
(1)
clinical text
(1)
small language model
(1)
Papers
Exploring LLM Annotation for Adaptation of Clinical Information Extraction Models under Data-sharing Restrictions
ACL 2025
RecordTwin: Towards Creating Safe Synthetic Clinical Corpora
ACL 2025
Generating Distributable Surrogate Corpus for Medical Multi-label Classification
COLING 2024
Improving Self-training with Prototypical Learning for Source-Free Domain Adaptation on Clinical Text
ACL 2024
QA-based Event Start-Points Ordering for Clinical Temporal Relation Annotation
COLING 2024