Active Learning for Biomedical Article Classification with Bag of Words and <i>FastText</i> Embeddings

In several applications of text classification, training document labels are provided by human evaluators, and therefore, gathering sufficient data for model creation is time consuming and costly. The labeling time and effort may be reduced by active learning, in which classification models are crea...

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Bibliographic Details
Main Author: Paweł Cichosz
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/14/17/7945