Retrieval augmented generation — citation graph of key research
Explore the most influential research on retrieval augmented generation as an interactive citation graph on Constellation. The papers below are connected by direct citations and shared references — open any one to center the graph on it and discover related work.
Top papers on retrieval augmented generation
- Retrieval-Augmented Generation for Large Language Models: A Survey
Yunfan Gao, Yun Xiong, Xinyu Gao et al. — 2023 · arXiv (Cornell University) · 723 citations - Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen et al. — 2023 · Transactions of the Association for Computational Linguistics · 309 citations - Retrieval augmented generation for large language models in healthcare: A systematic review
Lameck Mbangula Amugongo, Pietro Mascheroni, Steven E. Brooks et al. — 2025 · PLOS Digital Health · 206 citations - Corrective Retrieval Augmented Generation
Shi-Qi Yan, Jia-Chen Gu, Yun Zhu et al. — 2025 · SSRN Electronic Journal · 108 citations - Graph Retrieval-Augmented Generation: A Survey
Boci Peng, Yun Zhu, Yongchao Liu et al. — 2025 · ACM Transactions on Information Systems · 118 citations - Interactive AI With Retrieval-Augmented Generation for Next Generation Networking
Ruichen Zhang, Hongyang Du, Yinqiu Liu et al. — 2024 · IEEE Network · 135 citations - Optimization of hepatological clinical guidelines interpretation by large language models: a retrieval augmented generation-based framework
Simone Kresevic, Mauro Giuffrè, Miloš Ajčević et al. — 2024 · npj Digital Medicine · 199 citations - Integrating Retrieval-Augmented Generation with Large Language Models in Nephrology: Advancing Practical Applications
Jing Miao, Charat Thongprayoon, Supawadee Suppadungsuk et al. — 2024 · Medicina · 164 citations - Retrieval-augmented generation for educational application: A systematic survey
Zongxi Li, Zijian Wang, Weiming Wang et al. — 2025 · Computers and Education Artificial Intelligence · 114 citations - Retrieval-augmented generation for generative artificial intelligence in health care
Rui Yang, Yilin Ning, Emilia Keppo et al. — 2025 · npj Health Systems · 112 citations - Retrieval-Augmented Generation (RAG) Chatbots for Education: A Survey of Applications
Jakub Swacha, Michał Gracel — 2025 · Applied Sciences · 107 citations - Retrieval-Augmented Generation for AI-Generated Content: A Survey
Penghao Zhao, Hailin Zhang, Qinhan Yu et al. — 2026 · Data Science and Engineering · 93 citations