Comparison of pre-trained language models in terms of carbon emissions, time and accuracy in multi-label text classification using AutoML

Since Turkish is an agglutinative language and contains reduplication, idiom, and metaphor words, Turkish texts are sources of information with extremely rich meanings. For this reason, the processing and classification of Turkish texts according to their characteristics is both time-consuming and d...

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Bibliographic Details
Main Authors: Pinar Savci, Bihter Das
Format: Article
Language:English
Published: Elsevier 2023-05-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023028773