Concepedia

Count-based Embeddings

Count-Based Embeddings is a word embedding method that derives semantic representations by constructing and factorizing a global word co-occurrence matrix to capture statistical word relationships across a corpus.

35

Publications

5K

Citations

111

Authors

55

Institutions

Publications per year

2017–2026

23

Variants

Count-based Distributional SemanticsCount-based Word Representations

Parents

Publications

35

Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors

Marco Baroni, Georgiana Dinu, Germán Kruszewski · 2014 · 1.4K citations · Full text

, , +15

Improving Distributional Similarity with Lessons Learned from Word Embeddings

Omer Levy, Yoav Goldberg, Ido Dagan · Transactions of the Association for Computational Linguistics · 2015 · 1.3K citations · Full text

, , +15

Linguistic Inquiry and Word Count (LIWC2007)

JW Pennebaker, Roger J. Booth, M Tyers Francis · ResearchSpace (University of Auckland) · 2007 · 603 citations · Full text

, , +13

A comparison of word embeddings for the biomedical natural language processing

Sijia Liu, Naveed Afzal, Majid Rastegar-Mojarad et al. · Journal of Biomedical Informatics · 2018 · 384 citations · Full text

, , +12

Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn't.

Anna Gladkova, Aleksandr Drozd, Satoshi Matsuoka · 2016 · 203 citations · Full text

, , +17

1–5 of 35

Authors

111

  1. FS
    Feichen Shen

    Mayo Clinic in Florida, United States

    2 publications · 412 citations

    2

    h-index

  2. MR
    Majid Rastegar-Mojarad

    Mayo Clinic in Florida, United States

    2 publications · 412 citations

    2

    h-index

  3. LW
    Liwei Wang

    Peking University, China

    2 publications · 412 citations

    2

    h-index

  4. ML
    Marina L. Gavrilova

    University of Calgary, Canada

    2 publications · 70 citations

    2

    h-index

  5. PK
    Paul Kingsbury

    Mayo Clinic in Arizona, United States

    2 publications · 412 citations

    2

    h-index

1–5 of 111

Institutions

55

  1. Columbia University

    New York, United States

    3 h-index

    8 publications

    532 citations

  2. University of Calgary

    Calgary, Canada

    2 h-index

    4 publications

    140 citations

  3. Mayo Clinic in Florida

    Jacksonville, United States

    2 h-index

    16 publications

    3.3K citations

  4. Duke University

    Durham, United States

    1 h-index

    4 publications

    112 citations

  5. National Institute of Informatics

    Tokyo, Japan

    1 h-index

    1 publications

    12 citations

  6. University of Pisa

    Pisa, Italy

    1 h-index

    1 publications

    45 citations

  7. University of Michigan–Dearborn

    Dearborn, United States

    1 h-index

    1 publications

    56 citations

  8. Tokyo University of Information Sciences

    Chiba, Japan

    1 h-index

    3 publications

    609 citations

1–8 of 55

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 104 citations

    2

    h-index

  2. ORCA Online Research @Cardiff (Cardiff University)

    Repository · 1 publications · 10 citations

    1

    h-index

  3. Multimedia Tools and Applications

    1 publications · 11 citations

    1

    h-index

  4. Cognitive Computation

    1 publications · 56 citations

    1

    h-index

  5. Acta Polytechnica Hungarica

    1 publications · 13 citations

    1

    h-index

1–5