Vinh Nguyen

24 papers A* 3Journal 10Unranked 9
YearRankTypeTitle / Venue / Authors
2023 — conf
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion.
EMNLP (Findings)
Bernal Jimenez Gutierrez, Yuqing Mao, Vinh Nguyen, Kin Wah Fung, Yu Su, Olivier Bodenreider
2023 J jnl
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion.
CoRR
Bernal Jimenez Gutierrez, Yuqing Mao, Vinh Nguyen, Kin Wah Fung, Yu Su, Olivier Bodenreider
2023 J jnl
Two complementary AI approaches for predicting UMLS semantic group assignment: heuristic reasoning and deep learning.
J. Am. Medical Informatics Assoc.
Yuqing Mao, Randolph A. Miller, Olivier Bodenreider, Vinh Nguyen, Kin Wah Fung
2022 A* conf
Context-Enriched Learning Models for Aligning Biomedical Vocabularies at Scale in the UMLS Metathesaurus.
WWW
Vinh Nguyen, Hong Yung Yip, Goonmeet Bajaj, Thilini Wijesiriwardene, Vishesh Javangula, Srinivasan Parthasarathy, Amit P. Sheth, Olivier Bodenreider
2022 — conf
Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks.
Insights@ACL
Goonmeet Bajaj, Vinh Nguyen, Thilini Wijesiriwardene, Hong Yung Yip, Vishesh Javangula, Amit P. Sheth, Srinivasan Parthasarathy, Olivier Bodenreider
2022 J jnl
UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus.
CoRR
Thilini Wijesiriwardene, Vinh Nguyen, Goonmeet Bajaj, Hong Yung Yip, Vishesh Javangula, Yuqing Mao, Kin Wah Fung, Srinivasan Parthasarathy, Amit P. Sheth, Olivier Bodenreider
2022 J jnl
UVA Resources for the Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus.
CoRR
Vinh Nguyen, Olivier Bodenreider
2021 — conf
Adding an Attention Layer Improves the Performance of a Neural Network Architecture for Synonymy Prediction in the UMLS Metathesaurus.
MedInfo
Vinh Nguyen, Olivier Bodenreider
2021 A* conf
Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus.
WWW
Vinh Nguyen, Hong Yung Yip, Olivier Bodenreider
2021 J jnl
Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus.
CoRR
Goonmeet Bajaj, Vinh Nguyen, Thilini Wijesiriwardene, Hong Yung Yip, Vishesh Javangula, Srinivasan Parthasarathy, Amit P. Sheth, Olivier Bodenreider
2020 — ed.
Proceedings of the Blockchain enabled Semantic Web Workshop (BlockSW) and Contextualized Knowledge Graphs (CKG) Workshop co-located with the 18th International Semantic Web Conference, BlockSW/CKG@ISWC 2019, Auckland, New Zealand, October 27, 2019.
BlockSW/CKG@ISWC
Reza Samavi, Mariano P. Consens, Shahan Khatchadourian, Vinh Nguyen, Amit P. Sheth, José M. Giménez-García, Harsh Thakkar
2020 — conf
Siamese KG-LSTM: A deep learning model for enriching UMLS Metathesaurus synonymy.
KSE
Tien T. T. Tran, Sy V. Nghiem, Van T. Le, Tho Thanh Quan, Vinh Nguyen, Hong Yung Yip, Olivier Bodenreider
2019 — conf
Construction of UMLS Metathesaurus with Knowledge-Infused Deep Learning.
BlockSW/CKG@ISWC
Hong Yung Yip, Vinh Nguyen, Olivier Bodenreider
2019 — conf
Singleton Property Graph: Adding A Semantic Web Abstraction Layer to Graph Databases.
BlockSW/CKG@ISWC
Vinh Nguyen, Hong Yung Yip, Harsh Thakkar, Qingliang Li, Evan Bolton, Olivier Bodenreider
2018 — ed.
Joint Proceedings of the International Workshops on Contextualized Knowledge Graphs, and Semantic Statistics co-located with 17th International Semantic Web Conference (ISWC 2018)
CKGSemStats
Sarven Capadisli, Franck Cotton, José M. Giménez-García, Armin Haller, Evangelos Kalampokis, Vinh Nguyen, Amit P. Sheth, Raphaël Troncy
2017 J jnl
Logical Inferences with Contexts of RDF Triples.
CoRR
Vinh Nguyen, Amit P. Sheth
2016 J jnl
A Formal Graph Model for RDF and Its Implementation.
CoRR
Vinh Nguyen, Jyoti Leeka, Olivier Bodenreider, Amit P. Sheth
2016 — conf
KnowledgeWiki: An OpenSource Tool for Creating Community-Curated Vocabulary, with a Use Case in Materials Science.
LDOW@WWW
Nishita Jaykumar, Pavankalyan Yallamelli, Vinh Nguyen, Sarasi Lalithsena, Krishnaprasad Thirunarayan, Amit P. Sheth, Clare Paul
2015 — conf
Exposing Provenance Metadata Using Different RDF Models.
SWAT4LS
Gang Fu, Evan Bolton, Núria Queralt-Rosinach, Laura Inés Furlong, Vinh Nguyen, Amit P. Sheth, Olivier Bodenreider, Michel Dumontier
2015 J jnl
Exposing Provenance Metadata Using Different RDF Models.
CoRR
Gang Fu, Evan Bolton, Núria Queralt Rosinach, Laura Inés Furlong, Vinh Nguyen, Amit P. Sheth, Olivier Bodenreider, Michel Dumontier
2015 J jnl
On Reasoning with RDF Statements about Statements using Singleton Property Triples.
CoRR
Vinh Nguyen, Olivier Bodenreider, Krishnaprasad Thirunarayan, Gang Fu, Evan Bolton, Núria Queralt Rosinach, Laura Inés Furlong, Michel Dumontier, Amit P. Sheth
2014 A* conf
Don't like RDF reification?: making statements about statements using singleton property.
WWW
Vinh Nguyen, Olivier Bodenreider, Amit P. Sheth
2011 J jnl
A unified framework for managing provenance information in translational research.
BMC Bioinform.
Satya Sanket Sahoo, Vinh Nguyen, Olivier Bodenreider, Priti Parikh, Todd Minning, Amit P. Sheth
2011 — conf
The Knowledge-driven Exploration of Integrated Biomedical Knowledge Sources Facilitates the Generation of New Hypotheses.
LISC
Vinh Nguyen, Olivier Bodenreider, Todd Minning, Amit P. Sheth