Author

Y. Dikilitaş

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Open access Aug 2026

Task-Specific QLoRA Adaptation in RAG-Based Information Extraction from Research Articles

Large Language Models have shown considerable potential for academic document understanding, but their use in information extraction remains limited by hallucination and incomplete evidence grounding. This study presents an end-to-end Retrieval-Augmented Generation framework using a domain-adapted Llama 3.1 8B Instruct...

Y. Dikilitaş, A. Sayar, Furkan Göz · Applied Sciences · 0 citations