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Advanced Semantic Analysis of Research Papers Using a Retrieval-Augmented Architecture Cover

Advanced Semantic Analysis of Research Papers Using a Retrieval-Augmented Architecture

Open Access
|Jul 2026

References

  1. Adams, J., & Szomszor, M. (2022). A converging global research system. Quantitative Science Studies, 3(3), 3(3), 715-731.
  2. Brysbaert, M. (2019). How many words do we read per minute? A review and meta-analysis of reading rate. Journal of Memory and Language.
  3. Godinez, A. (2025). HYSEMRAG: A Hybrid Semantic Retrieval-Augmented Generation Framework for Automated Literature Synthesis and Methodological Gap Analysis. arXiv.
  4. Karras, A., Theodorakopoulos, L., Karras, C., Theodoropoulou, A., Kalliampakou, I., & Kalogeratos, G. (2025). LLMs for Cybersecurity in the Big Data Era: A Comprehensive Review of Applications, Challenges, and Future Directions. Information, 16, 957.
  5. Kostopoulos, G., Gkamas, V., Rigou, M., & Kotsiantis, S. (2025). Agentic AI in Education: State of the Art and Future Directions. IEEE Education Society Section.
  6. Meacham, S., & Sharafzad, A. (2025). Towards Trustworthy and Effective AI for Academic Policy Navigation: Human Evaluation of a Source-Aware, Domain-Optimized RAG-Based Chatbot. Research Square.
  7. Upadhyay, R., & Viviani, M. (2025). Enhancing Health Information Retrieval with RAG by prioritizing topical relevance and factual accuracy. Discover Computing, 28, 27.
  8. Vishesh, G., & Astha, B. (2025). Redefining Infrastructure: The Strategic ESG Case for Cloud over Traditional Hosting. The American Journal of Applied Sciences, 7(8), 133–153.
Language: English
Page range: 1411 - 1420
Published on: Jul 21, 2026
Published by: Bucharest University of Economic Studies
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Alexandru MOŢĂŢĂIANU, Ionel-Bujorel PĂVĂLOIU, published by Bucharest University of Economic Studies
This work is licensed under the Creative Commons Attribution 4.0 License.