Context-Enriched Learning Models for Aligning Biomedical Vocabularies at Scale in the UMLS Metathesaurus-Reference-Cited by-同舟云学术

Context-Enriched Learning Models for Aligning Biomedical Vocabularies at Scale in the UMLS Metathesaurus

Published:2022-04-25 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the ACM Web Conference 2022
language:
Short-container-title:

Author:

Nguyen Vinh¹,Yip Hong Yung²,Bajaj Goonmeet³,Wijesiriwardene Thilini²,Javangula Vishesh⁴,Parthasarathy Srinivasan³,Sheth Amit²,Bodenreider Olivier¹

Affiliation:

1. National Library of Medicine, USA

2. University of South Carolina, USA

3. The Ohio State University, USA

4. George Washington University, USA

Funder

National Science Foundation

National Institutes of Health

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3485447.3511946

Reference47 articles.

1. On the Surprising Behavior of Distance Metrics in High Dimensional Space

2. PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings;Ali Mehdi;Journal of Machine Learning Research,2021

3. Goonmeet Bajaj Vinh Nguyen Thilini Wijesiriwardene Hong Yung Yip Vishesh Javangula Srinivasan Parthasarathy Amit Sheth and Olivier Bodenreider. 2021. Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus. arXiv preprint arXiv:2109.13348(2021). Goonmeet Bajaj Vinh Nguyen Thilini Wijesiriwardene Hong Yung Yip Vishesh Javangula Srinivasan Parthasarathy Amit Sheth and Olivier Bodenreider. 2021. Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus. arXiv preprint arXiv:2109.13348(2021).

4. Alexandre Bento , Amal Zouaq , and Michel Gagnon . 2020 . Ontology matching using convolutional neural networks . In Proceedings of The 12th Language Resources and Evaluation Conference. 5648–5653 . Alexandre Bento, Amal Zouaq, and Michel Gagnon. 2020. Ontology matching using convolutional neural networks. In Proceedings of The 12th Language Resources and Evaluation Conference. 5648–5653.

5. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Neural Information Processing Systems (NIPS). 1–9. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Neural Information Processing Systems (NIPS). 1–9.

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Two complementary AI approaches for predicting UMLS semantic group assignment: heuristic reasoning and deep learning;Journal of the American Medical Informatics Association;2023-08-01