Enhancing Urdu Sentiment Classification through Instruction-Tuned LLMs and Cross-Lingual Transfer

Computer Science

• Bidirectional Encoder Representations From Transformers 33%
• Class Imbalance 66%
• Class Prediction 33%
• Comparative Evaluation 33%
• Instruction-Tuned LLM 100%
• Language Modeling 33%
• Large Language Model 33%
• Linguistics 33%
• Low-resource Languages 66%
• Minority Class 33%
• Sentiment Analysis 66%
• Sentiment Classification 100%
• Superior Performance 33%