Concepedia

Large-scale Natural Language Processing

Large-Scale Natural Language Processing is a specialized subfield of natural language processing that focuses on the development and application of computational methods capable of analyzing, understanding, and generating human language at massive scales, typically involving vast datasets and distributed computing infrastructures to address the challenges of volume, velocity, and variety inherent in big data environments.

1.3K

Publications

137.7K

Citations

5.9K

Authors

1.1K

Institutions

Publications per year

2017–2026

914

Parents

Publications

1.3K

Transformers: State-of-the-Art Natural Language Processing

Thomas Wolf, Lysandre Debut, Victor Sanh et al. · 2020 · 8K citations · Full text

, , +10

The Stanford CoreNLP Natural Language Processing Toolkit

Christopher D. Manning, Mihai Surdeanu, John Bauer et al. · 2014 · 7.2K citations · Full text

, , +13

On the Dangers of Stochastic Parrots

Emily M. Bender, Timnit Gebru, Angelina McMillan-Major et al. · 2021 · 5.6K citations · Full text

, , +12

LLaMA: Open and Efficient Foundation Language Models

Hugo Touvron, Thibaut Lavril, Gautier Izacard et al. · arXiv (Cornell University) · 2023 · 3.9K citations · Full text

, , +12

PaLM: Scaling Language Modeling with Pathways

Aakanksha Chowdhery, Sharan Narang, Jacob Devlin et al. · arXiv (Cornell University) · 2022 · 2.1K citations · Full text

, , +15

1–5 of 1.3K

Authors

5.9K

  1. ML
    Mirella Lapata

    University of Edinburgh, United Kingdom

    9 publications · 2.2K citations

    9

    h-index

  2. AZ
    Anas Zafar

    Scripps MD Anderson Cancer Center, United States

    9 publications · 742 citations

    9

    h-index

  3. AM
    Amgad Muneer

    Universiti Teknologi Petronas, Malaysia

    9 publications · 742 citations

    9

    h-index

  4. SM
    Seyedali Mirjalili

    Torrens University Australia, Australia

    9 publications · 742 citations

    9

    h-index

  5. MU
    Muhammad Usman Hadi

    University of Bologna, Italy

    9 publications · 742 citations

    9

    h-index

1–5 of 5.9K

Institutions

1.1K

  1. Google (United States)

    Mountain View, United States

    31 h-index

    162 publications

    36.9K citations

  2. Tsinghua University

    Beijing, China

    22 h-index

    109 publications

    23.2K citations

  3. University of Washington

    Seattle, United States

    19 h-index

    41 publications

    16.4K citations

  4. University of Edinburgh

    Edinburgh, United Kingdom

    18 h-index

    35 publications

    4.7K citations

  5. The University of Melbourne

    Melbourne, Australia

    16 h-index

    45 publications

    3.7K citations

  6. University of Southern California

    Los Angeles, United States

    16 h-index

    33 publications

    1.9K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    16 h-index

    38 publications

    5.3K citations

  8. Meta (Israel)

    Tel Aviv, Israel

    14 h-index

    52 publications

    13.9K citations

1–8 of 1.1K

Venues

  1. arXiv (Cornell University)

    Repository · 251 publications · 25.7K citations

    66

    h-index

  2. IEEE Access

    27 publications · 2.7K citations

    22

    h-index

  3. The Association for Computational Linguistics

    19 publications · 4.6K citations

    16

    h-index

  4. SSRN Electronic Journal

    Repository · 12 publications · 836 citations

    11

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 10 publications · 1.3K citations

    10

    h-index

1–5