The Knowledge-driven Exploration of Integrated Biomedical Knowledge Sources Facilitates the Generation of New Hypotheses. - Vinh Nguyen 002; Olivier Bodenreider; Todd Minning; Amit P. Sheth (LISC, 2011)

A unified framework for managing provenance information in translational research. - Satya Sanket Sahoo; Vinh Nguyen 002; Olivier Bodenreider; Priti Parikh; Todd Minning; Amit P. Sheth (BMC Bioinform., 2011)

Don't like RDF reification?: making statements about statements using singleton property. - Vinh Nguyen 002; Olivier Bodenreider; Amit P. Sheth (WWW, 2014)

Exposing Provenance Metadata Using Different RDF Models. - Gang Fu; Evan Bolton; Núria Queralt-Rosinach; Laura Inés Furlong; Vinh Nguyen 002; Amit P. Sheth; Olivier Bodenreider; Michel Dumontier (SWAT4LS, 2015)

On Reasoning with RDF Statements about Statements using Singleton Property Triples. - Vinh Nguyen 002; Olivier Bodenreider; Krishnaprasad Thirunarayan; Gang Fu; Evan Bolton; Núria Queralt Rosinach; Laura Inés Furlong; Michel Dumontier; Amit P. Sheth (CoRR, 2015)

KnowledgeWiki: An OpenSource Tool for Creating Community-Curated Vocabulary, with a Use Case in Materials Science. - Nishita Jaykumar; Pavankalyan Yallamelli; Vinh Nguyen 002; Sarasi Lalithsena; Krishnaprasad Thirunarayan; Amit P. Sheth; Clare Paul (LDOW@WWW, 2016)

A Formal Graph Model for RDF and Its Implementation. - Vinh Nguyen 002; Jyoti Leeka; Olivier Bodenreider; Amit P. Sheth (CoRR, 2016)

Logical Inferences with Contexts of RDF Triples. - Vinh Nguyen 002; Amit P. Sheth (CoRR, 2017)

Singleton Property Graph: Adding A Semantic Web Abstraction Layer to Graph Databases. - Vinh Nguyen 002; Hong Yung Yip; Harsh Thakkar; Qingliang Li; Evan Bolton; Olivier Bodenreider (BlockSW/CKG@ISWC, 2019)

Construction of UMLS Metathesaurus with Knowledge-Infused Deep Learning. - Hong Yung Yip; Vinh Nguyen 002; Olivier Bodenreider (BlockSW/CKG@ISWC, 2019)

Siamese KG-LSTM: A deep learning model for enriching UMLS Metathesaurus synonymy. - Tien T. T. Tran; Sy V. Nghiem; Van T. Le; Tho Thanh Quan; Vinh Nguyen 002; Hong Yung Yip; Olivier Bodenreider (KSE, 2020)

Adding an Attention Layer Improves the Performance of a Neural Network Architecture for Synonymy Prediction in the UMLS Metathesaurus. - Vinh Nguyen 002; Olivier Bodenreider (MedInfo, 2021)

Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus. - Vinh Nguyen 002; Hong Yung Yip; Olivier Bodenreider (WWW, 2021)

Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus. - Goonmeet Bajaj; Vinh Nguyen 002; Thilini Wijesiriwardene; Hong Yung Yip; Vishesh Javangula; Srinivasan Parthasarathy 001; Amit P. Sheth; Olivier Bodenreider (CoRR, 2021)

Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks. - Goonmeet Bajaj; Vinh Nguyen 002; Thilini Wijesiriwardene; Hong Yung Yip; Vishesh Javangula; Amit P. Sheth; Srinivasan Parthasarathy 001; Olivier Bodenreider (Insights@ACL, 2022)

Context-Enriched Learning Models for Aligning Biomedical Vocabularies at Scale in the UMLS Metathesaurus. - Vinh Nguyen 002; Hong Yung Yip; Goonmeet Bajaj; Thilini Wijesiriwardene; Vishesh Javangula; Srinivasan Parthasarathy 001; Amit P. Sheth; Olivier Bodenreider (WWW, 2022)

UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus. - Thilini Wijesiriwardene; Vinh Nguyen 002; Goonmeet Bajaj; Hong Yung Yip; Vishesh Javangula; Yuqing Mao; Kin Wah Fung; Srinivasan Parthasarathy 001; Amit P. Sheth; Olivier Bodenreider (CoRR, 2022)

UVA Resources for the Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus. - Vinh Nguyen 002; Olivier Bodenreider (CoRR, 2022)

Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion. - Bernal Jimenez Gutierrez; Yuqing Mao; Vinh Nguyen 002; Kin Wah Fung; Yu Su 001; Olivier Bodenreider (EMNLP (Findings), 2023)

Two complementary AI approaches for predicting UMLS semantic group assignment: heuristic reasoning and deep learning. - Yuqing Mao; Randolph A. Miller; Olivier Bodenreider; Vinh Nguyen 002; Kin Wah Fung (J. Am. Medical Informatics Assoc., 2023)