Concepedia

Skip-gram Model

The Skip-Gram Model is a predictive neural network architecture for word embedding that learns distributed representations of words by training on the task of predicting context words given a target word within a fixed window in a corpus.

279

Publications

52.4K

Citations

898

Authors

352

Institutions

Publications per year

2017–2026

192

Parents

Publications

279

Distributed Representations of Words and Phrases and their Compositionality

Tomáš Mikolov, Ilya Sutskever, Kai Chen et al. · arXiv (Cornell University) · 2013 · 18.1K citations · Full text

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Enriching Word Vectors with Subword Information

Piotr Bojanowski, Édouard Grave, Armand Joulin et al. · Transactions of the Association for Computational Linguistics · 2017 · 9.8K citations · Full text

, , +14

metapath2vec

Yuxiao Dong, Nitesh V. Chawla, Ananthram Swami · 2017 · 2.2K citations

, , +16

GraRep

Shaosheng Cao, Wei Lu, Qiongkai Xu · 2015 · 1.6K citations

, , +16

Neural Word Embedding as Implicit Matrix Factorization

Omer Levy, Yoav Goldberg · Neural Information Processing Systems · 2014 · 1.6K citations

, , +15

1–5 of 279

Authors

898

  1. RK
    Retno Kusumaningrum

    Diponegoro University, Indonesia

    4 publications · 288 citations

    4

    h-index

  2. TM
    Tomáš Mikolov

    Meta (Israel), Israel

    3 publications · 28.3K citations

    3

    h-index

  3. JG
    James Glass

    Massachusetts Institute of Technology, United States

    3 publications · 202 citations

    3

    h-index

  4. YD
    Yuxiao Dong

    Tsinghua University, China

    3 publications · 3K citations

    3

    h-index

  5. BG
    Bin Gao

    Newcastle University, United Kingdom

    3 publications · 372 citations

    3

    h-index

1–5 of 898

Institutions

352

  1. Tsinghua University

    Beijing, China

    9 h-index

    24 publications

    3.4K citations

  2. Microsoft (United States)

    Redmond, United States

    8 h-index

    18 publications

    5.8K citations

  3. Zhejiang University

    Hangzhou, China

    6 h-index

    22 publications

    1.8K citations

  4. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    5 h-index

    7 publications

    362 citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    5 h-index

    8 publications

    308 citations

  6. Fudan University

    Shanghai, China

    4 h-index

    14 publications

    9.4K citations

  7. Diponegoro University

    Semarang, Indonesia

    4 h-index

    12 publications

    876 citations

  8. Bar-Ilan University

    Ramat Gan, Israel

    4 h-index

    8 publications

    5.6K citations

1–8 of 352

Venues

  1. arXiv (Cornell University)

    Repository · 31 publications · 20.2K citations

    20

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 8 publications · 1.4K citations

    8

    h-index

  3. IEEE Access

    6 publications · 297 citations

    6

    h-index

  4. Procedia Computer Science

    6 publications · 392 citations

    5

    h-index

  5. International Conference on Computational Linguistics

    Conference · 3 publications · 184 citations

    3

    h-index

1–5