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) identifier

  • 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