Comparative Analysis of BERT and GPT for Classifying Crisis News with Sudan Conflict as an Example

Comparative Analysis of BERT and GPT for Classifying Crisis News with Sudan Conflict as an Example

To obtain actionable information for humanitarian and other emergency responses, an accurate classification of news or events is critical. Daily news and social media are hard to classify based on conveyed information, especially when multiple categories of information are embedded. This research us...

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Main Authors: Yahya Masri, Zifu Wang, Anusha Srirenganathan Malarvizhi, Samir Ahmed, Tayven Stover, David W. S. Wong, Yongyao Jiang, Yun Li, Qian Liu, Mathieu Bere, Daniel Rothbart, Dieter Pfoser, Chaowei Yang
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Algorithms
Subjects:
large language models
transformers
generative AI
BERT
GPT
NLP
Online Access:https://www.mdpi.com/1999-4893/18/7/420
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