Concepedia

Sparse Word Embeddings

Sparse Word Embeddings is a type of word embedding representation in which the majority of the elements in the vector are zero or near-zero, thereby emphasizing a compact and often interpretable encoding of linguistic features through sparsity-inducing constraints.

128

Publications

42.3K

Citations

409

Authors

178

Institutions

Publications per year

2017–2026

87

Parents

Publications

128

Glove: Global Vectors for Word Representation

Jeffrey Pennington, Richard Socher, Christopher D. Manning · 2014 · 33.8K citations

, , +14

Neural Word Embedding as Implicit Matrix Factorization

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

, , +15

Linguistic Regularities in Sparse and Explicit Word Representations

Omer Levy, Yoav Goldberg · 2014 · 641 citations · Full text

, , +14

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

SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant · 2021 · 330 citations · Full text

, , +15

1–5 of 128

Authors

409

  1. HS
    Hinrich Schütze

    Ludwig-Maximilians-Universität München, Germany

    3 publications · 197 citations

    3

    h-index

  2. SR
    Sascha Rothe

    Ludwig-Maximilians-Universität München, Germany

    3 publications · 343 citations

    3

    h-index

  3. ZM
    Zongyang Ma

    Nanyang Technological University, Singapore

    2 publications · 443 citations

    2

    h-index

  4. QY
    Qian Yang

    Xihua University, China

    2 publications · 23 citations

    2

    h-index

  5. ZZ
    Zhiqian Zhang

    Institute of High Performance Computing, Singapore

    2 publications · 443 citations

    2

    h-index

1–5 of 409

Institutions

178

  1. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    16 publications

    966 citations

  2. Wuhan University

    Wuhan, China

    4 h-index

    12 publications

    1.6K citations

  3. Ludwig-Maximilians-Universität München

    Munich, Germany

    4 h-index

    7 publications

    600 citations

  4. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    7 publications

    615 citations

  5. University of Maryland, College Park

    College Park, United States

    3 h-index

    6 publications

    138 citations

  6. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    5 publications

    942 citations

  7. Bar-Ilan University

    Ramat Gan, Israel

    3 h-index

    5 publications

    4.5K citations

  8. Université Paris Cité

    Paris, France

    3 h-index

    7 publications

    580 citations

1–8 of 178

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 611 citations

    12

    h-index

  2. Journal of Biomedical Informatics

    3 publications · 428 citations

    3

    h-index

  3. World Wide Web

    2 publications · 40 citations

    2

    h-index

  4. Neural Information Processing Systems

    Conference · 2 publications · 1.6K citations

    2

    h-index

  5. 2

    h-index

1–5