Vinh Nguyen
5 papers · 2014–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Deep Learning
(2)
Architectures
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Natural Language Processing
(1)
Mathematics
(1)
Research
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
information theory
(1)
text classification
(1)
knowledge base
(1)
mutual information
(1)
coupled oscillator
(1)
selection bia
(1)
word embedding
(1)
kuramoto model
(1)
siamese network
(1)
hypergeometric distribution
(1)
clustering comparison
(1)
biomedical nlp
(1)
adjustment for chance
(1)
biomedical bert
(1)
large language model
(1)
graph neural network
(1)
vocabulary alignment
(1)
node feature learning
(1)
statistical adjustment
(1)
synonym prediction
(1)
Papers
From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach
AISTATS 2024
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion
EMNLP 2023
Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks
ACL 2022
Robust Domain Generalisation by Enforcing Distribution Invariance
IJCAI 2016
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance
ICML 2014