Optimized Transformer Ensemble Construction for Hindi Fake News Detection using Monolingual and Multilingual Transformers

Puntos clave

• The aim is to enhance the detection of fake news in Hindi through advanced transformer ensemble techniques.
• Utilized both monolingual and multilingual transformers for data processing
• Constructed an optimized ensemble model to improve detection accuracy
• Evaluated the model performance on Hindi fake news datasets
• Achieved a significant increase in detection accuracy over traditional methods
• Demonstrated effectiveness of ensemble techniques in both monolingual and multilingual contexts
• Identified key features that improve classification performance