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Original paper

Biomedical Entity Representations with Synonym Marginalization

Pages: 3641 - 3650
Published: Jan 1, 2020
Abstract
Biomedical named entities often play important roles in many biomedical text mining tools. However, due to the incompleteness of provided synonyms and numerous variations in their surface forms, normalization of biomedical entities is very challenging. In this paper, we focus on learning representations of biomedical entities solely based on the synonyms of entities. To learn from the incomplete synonyms, we use a model-based candidate selection...
Paper Details
Title
Biomedical Entity Representations with Synonym Marginalization
Published Date
Jan 1, 2020
Pages
3641 - 3650
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