Anthony Nguyen
6 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🏆 Keyword Champion
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Venues
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Research topics
Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Application Areas
(2)
Architectures
(2)
Clinical
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Applications
(1)
Core Methods
(1)
Generation
(1)
Understanding
(1)
Keywords
reward modeling
(1)
text classification
(1)
uncertainty quantification
(1)
multi-label classification
(1)
model merging
(1)
deep learning
(1)
entropy regularization
(1)
out-of-distribution detection
(1)
multimodal language model
(1)
language model fine-tuning
(1)
encoder-decoder architecture
(1)
high-dimensional geometry
(1)
bayesian approximation
(1)
radiology report generation
(1)
clinical text
(1)
clinical text classification
(1)
icd coding
(1)
clinical documentation
(1)
discharge summary
(1)
stochastic embedding
(1)
Papers
Stochastic Embeddings : A Probabilistic and Geometric Analysis of Out-of-Distribution Behavior
UAI 2025
e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models
ACL 2024
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation
ACL 2024
A Label Attention Model for ICD Coding from Clinical Text
IJCAI 2020
Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach
ACL 2018
UQeResearch: Semantic Textual Similarity Quantification
SemEval 2015