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S. M. Hatim

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Conference Sep 2026

A Systematic Review of Retrieval-Augmented Generation Techniques for Mitigating Hallucinations in Chatbot Systems

Large language model (LLM) chatbots are increasingly deployed in education, health care, and decision-support settings, yet their reliability is limited by hallucination: fluent responses that are factually incorrect, weakly grounded, or inconsistent with supplied evidence. Retrieval-Augmented Generation (RAG) addresse...

S. M. Hatim, Afif Amsyar Khairul Nizam, N. Shamsudin et al. · 0 citations

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