Maximizing RAG efficiency: A comparative analysis of RAG methods

Şakar T., Emekci H.

NATURAL LANGUAGE PROCESSING, vol.31, no.1, pp.1-25, 2025 (SCI-Expanded, AHCI, SSCI)

• Publication Type: Article / Article
• Volume: 31 Issue: 1
• Publication Date: 2025
• Doi Number: 10.1017/nlp.2024.53
• Journal Name: NATURAL LANGUAGE PROCESSING
• Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Arts and Humanities Citation Index (AHCI), Social Sciences Citation Index (SSCI)
• Page Numbers: pp.1-25
• Keywords: Large Language Models, Vector Databases, Retrieval-Augmented Generation, Contextual Compression, Embedding Models
• TED University Affiliated: Yes