Concepedia

Retrieval-augmented Generation

Retrieval-Augmented Generation is a machine learning framework that integrates external knowledge retrieval with text generation by conditioning the generation process on retrieved documents to improve the factual accuracy and relevance of generated responses.

197

Publications

15.3K

Citations

1K

Authors

272

Institutions

Publications per year

2017–2026

196

Parents

Publications

197

Affordance-Compiled Intelligence: Observable-Only Cognitive Impedance Matching for No-Meta LLM-Integrated Systems

Patrick Lewis, Ethan Perez, Aleksandara Piktus et al. · arXiv (Cornell University) · 2026 · 3K citations · Full text

, , +15

Retrieval-Augmented Generation for Large Language Models: A Survey

Yunfan Gao, Yun Xiong, Xinyu Gao et al. · arXiv (Cornell University) · 2023 · 658 citations · Full text

, , +13

A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

Wenqi Fan, Yujuan Ding, Liangbo Ning et al. · 2024 · 559 citations

, , +11

SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine

Matthew Dunn, Levent Sagun, Mike Higgins et al. · arXiv (Cornell University) · 2017 · 385 citations · Full text

, , +11

Active Retrieval Augmented Generation

Zhengbao Jiang, Frank F. Xu, Luyu Gao et al. · 2023 · 333 citations · Full text

, , +7

1–5 of 197

Authors

1K

  1. FF
    Frank F. Xu

    Stevens Institute of Technology, United States

    4 publications · 379 citations

    4

    h-index

  2. DS
    Daniel Shu Wei Ting

    Singapore National Eye Center, Singapore

    4 publications · 235 citations

    4

    h-index

  3. ZJ
    Zhengbao Jiang

    Carnegie Mellon University, United States

    4 publications · 379 citations

    4

    h-index

  4. GN
    Graham Neubig

    Carnegie Mellon University, United States

    4 publications · 379 citations

    4

    h-index

  5. JC
    Jasmine Chiat Ling Ong

    Singapore General Hospital, Singapore

    4 publications · 235 citations

    4

    h-index

1–5 of 1K

Institutions

272

  1. Nanyang Technological University

    Singapore, Singapore

    7 h-index

    28 publications

    1.7K citations

  2. Harvard University

    Cambridge, United States

    6 h-index

    34 publications

    1.3K citations

  3. Stanford University

    Stanford, United States

    5 h-index

    20 publications

    1.4K citations

  4. National University of Singapore

    Singapore, Singapore

    5 h-index

    12 publications

    1.2K citations

  5. Google (United States)

    Mountain View, United States

    5 h-index

    9 publications

    581 citations

  6. Meta (Israel)

    Tel Aviv, Israel

    5 h-index

    19 publications

    3.8K citations

  7. Microsoft Research Asia (China)

    Beijing, China

    5 h-index

    10 publications

    1K citations

  8. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    19 publications

    1.5K citations

1–8 of 272

Venues

  1. arXiv (Cornell University)

    Repository · 55 publications · 5.8K citations

    25

    h-index

  2. npj Digital Medicine

    5 publications · 495 citations

    5

    h-index

  3. medRxiv

    Repository · 5 publications · 168 citations

    5

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 514 citations

    4

    h-index

  5. Research Square

    Repository · 4 publications · 73 citations

    4

    h-index

1–5