LLM-based augmentation of the minority class in a Bangla fake news dataset, using high rates and random subsampling, improves F1 score from 0.85 to 0.88.
Hamed, Mohd Juzaiddin Ab Aziz, and Mohd Riduwan Yaakub
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Addressing Data Scarcity in Bangla Fake News Detection: An LLM-Based Dataset Augmentation Approach
LLM-based augmentation of the minority class in a Bangla fake news dataset, using high rates and random subsampling, improves F1 score from 0.85 to 0.88.