Vinh Nguyen
5 papers · 2014–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (10) π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Conferences
ACL (1)
AISTATS (1)
EMNLP (1)
ICML (1)
IJCAI (1)
Top co-authors
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