Text augmentation using a graph-based approach and clonal selection algorithm

Annotated data is critical for machine learning models, but producing large amounts of data with high-quality labeling is a time-consuming and labor-intensive process. Natural language processing (NLP) and machine learning models have traditionally relied on the labels given by human annotators with...

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Bibliographic Details
Main Authors: Hadeer Ahmed, Issa Traore, Mohammad Mamun, Sherif Saad
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:Machine Learning with Applications
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827023000051