A metric learning-based method for biomedical entity linking

A metric learning-based method for biomedical entity linking

Biomedical entity linking task is the task of mapping mention(s) that occur in a particular textual context to a unique concept or entity in a knowledge base, e.g., the Unified Medical Language System (UMLS). One of the most challenging aspects of the entity linking task is the ambiguity of mentions...

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Bibliographic Details
Main Authors: Ngoc D. Le, Nhung T. H. Nguyen
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Research Metrics and Analytics
Subjects:
metric learning
imbalanced data
biomedical entity linking
entity normalization
triplet loss
soft-radius clustering
Online Access:https://www.frontiersin.org/articles/10.3389/frma.2023.1247094/full

Internet

https://www.frontiersin.org/articles/10.3389/frma.2023.1247094/full

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