Vinh Nguyen
Affiliations:- National Library of Medicine, National Institute of Health, Bethesda, MA, USA
- Wright State University, Kno.e.sis Center, OH, USA
According to our database1,
Vinh Nguyen authored at least 20 papers
between 2011 and 2023.
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Bibliography
2023
Two complementary AI approaches for predicting UMLS semantic group assignment: heuristic reasoning and deep learning.
J. Am. Medical Informatics Assoc., November, 2023
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
2022
UVA Resources for the Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus.
CoRR, 2022
UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus.
CoRR, 2022
Context-Enriched Learning Models for Aligning Biomedical Vocabularies at Scale in the UMLS Metathesaurus.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks.
Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022
2021
Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus.
CoRR, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
Adding an Attention Layer Improves the Performance of a Neural Network Architecture for Synonymy Prediction in the UMLS Metathesaurus.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
2020
Proceedings of the 12th International Conference on Knowledge and Systems Engineering, 2020
2019
Proceedings of the Blockchain enabled Semantic Web Workshop (BlockSW) and Contextualized Knowledge Graphs (CKG) Workshop co-located with the 18th International Semantic Web Conference, 2019
Singleton Property Graph: Adding A Semantic Web Abstraction Layer to Graph Databases.
Proceedings of the Blockchain enabled Semantic Web Workshop (BlockSW) and Contextualized Knowledge Graphs (CKG) Workshop co-located with the 18th International Semantic Web Conference, 2019
2017
2016
KnowledgeWiki: An OpenSource Tool for Creating Community-Curated Vocabulary, with a Use Case in Materials Science.
Proceedings of the Workshop on Linked Data on the Web, 2016
2015
CoRR, 2015
Proceedings of the 8th Semantic Web Applications and Tools for Life Sciences International Conference, 2015
2014
Don't like RDF reification?: making statements about statements using singleton property.
Proceedings of the 23rd International World Wide Web Conference, 2014
2011
BMC Bioinform., 2011
The Knowledge-driven Exploration of Integrated Biomedical Knowledge Sources Facilitates the Generation of New Hypotheses.
Proceedings of the First International Workshop on Linked Science 2011, 2011