Concepedia

Language Model Retrieval

Language Model Retrieval is a document retrieval paradigm within biomedical information retrieval that leverages pre-trained language models to represent and match queries with biomedical documents based on deep semantic similarity rather than lexical overlap.

51

Publications

4.3K

Citations

279

Authors

89

Institutions

Publications per year

2017–2026

34

Parents

Publications

51

KenLM: Faster and Smaller Language Model Queries

Kenneth Heafield · 2011 · 1.1K citations

, , +16

ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge

Yunxiang Li, Zihan Li, Kai Zhang et al. · Cureus · 2023 · 459 citations · Full text

, , +17

Improving language models by retrieving from trillions of tokens

Sebastian Borgeaud, Arthur Mensch, Jordan Hoffmann et al. · arXiv (Cornell University) · 2021 · 297 citations · Full text

, , +16

Factual Probing Is [MASK]: Learning vs. Learning to Recall

Zexuan Zhong, Dan Friedman, Danqi Chen · 2021 · 242 citations · Full text

, , +14

Challenges in information retrieval and language modeling

James Allan, Jay Aslam, Nicholas J. Belkin et al. · ACM SIGIR Forum · 2003 · 207 citations · Full text

, , +12

1–5 of 51

Authors

279

  1. ZZ
    Zexuan Zhong

    Princeton University, United States

    3 publications · 338 citations

    3

    h-index

  2. CZ
    ChengXiang Zhai

    University of Illinois Urbana-Champaign, United States

    3 publications · 361 citations

    3

    h-index

  3. DC
    Danqi Chen

    Princeton University, United States

    3 publications · 338 citations

    3

    h-index

  4. QJ
    Qiao Jin

    National Institutes of Health, United States

    2 publications · 248 citations

    2

    h-index

  5. JS
    Jimeng Sun

    Georgia Institute of Technology, United States

    2 publications · 248 citations

    2

    h-index

1–5 of 279

Institutions

89

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    16 publications

    3.8K citations

  2. Albert Einstein College of Medicine

    Bronx, United States

    2 h-index

    2 publications

    248 citations

  3. University of Maryland, College Park

    College Park, United States

    2 h-index

    2 publications

    248 citations

  4. National Center for Biotechnology Information

    Bethesda, United States

    2 h-index

    6 publications

    744 citations

  5. University of Pittsburgh

    Pittsburgh, United States

    2 h-index

    2 publications

    248 citations

  6. Center for Cancer Research

    Bethesda, United States

    2 h-index

    6 publications

    744 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    3 publications

    1.2K citations

  8. National Institutes of Health

    Bethesda, United States

    2 h-index

    12 publications

    1.5K citations

1–8 of 89

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 439 citations

    9

    h-index

  2. Radiology

    2 publications · 63 citations

    2

    h-index

  3. Journal of the American Medical Informatics Association

    JAMIA · 2 publications · 88 citations

    2

    h-index

  4. Text REtrieval Conference

    Conference · 2 publications · 43 citations

    2

    h-index

  5. 1

    h-index

1–5