Can I read Retrieval-Augmented Large Language Models For Robust Context-Aware Natural Language Understanding on EtoBox?

Retrieval-Augmented Large Language Models For Robust Context-Aware Natural Language Understanding by International Journal of Innovative Science and Research Technology is a document available to read on EtoBox.

What is Retrieval-Augmented Large Language Models For Robust Context-Aware Natural Language Understanding about?

This paper presents a novel approach called Context-Gated Retrieval-Augmented Generation (CG-RAG) to enhance the capabilities of Large Language Models (LLMs) in natural language understanding by integrating a context-aware retrieval mechanism. The proposed method improves the relevance and accuracy of generated responses by selectively filtering and ranking retrieved documents based on contextual information, addressing limitations such as outdated knowledge and hallucinations. Experimental results demonstr

Author

International Journal of Innovative Science and Research Technology

Language

EN