Concepedia

Embedding Structure

Embedding Structure is a theoretical construct in constituent structure analysis that specifies how syntactic units are hierarchically contained within one another, distinguished by its role in representing subordination relations among constituents in a sentence’s hierarchical organization.

310

Publications

35.1K

Citations

941

Authors

380

Institutions

Publications per year

2017–2026

146

Variants

Syntactic Embedding

Parents

Publications

310

Nonlinear Dimensionality Reduction by Locally Linear Embedding

Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 15K citations

, , +15

Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data

David L. Donoho, Carrie Grimes · Proceedings of the National Academy of Sciences · 2003 · 1.7K citations

, , +13

A Light CNN for Deep Face Representation With Noisy Labels

Xiang Wu, Ran He, Zhenan Sun et al. · IEEE Transactions on Information Forensics and Security · 2018 · 1.2K citations

, , +16

Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features

Matteo Pagliardini, Prakhar Gupta, Martin Jaggi · 2018 · 700 citations · Full text

, , +13

What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties

Alexis Conneau, Germán Kruszewski, Guillaume Lample et al. · 2018 · 593 citations · Full text

, , +12

1–5 of 310

Authors

941

  1. GW
    Guoyin Wang

    Chongqing University of Posts and Telecommunications, China

    3 publications · 381 citations

    3

    h-index

  2. LC
    Lawrence Carin

    Duke University, United States

    3 publications · 381 citations

    3

    h-index

  3. LL
    Lei Li

    University of California, Santa Barbara, United States

    3 publications · 115 citations

    3

    h-index

  4. KH
    Kohei Honda

    Queen Mary University of London, United Kingdom

    3 publications · 146 citations

    3

    h-index

  5. JL
    Jun Lai

    Leiden University, Netherlands

    3 publications · 98 citations

    3

    h-index

1–5 of 941

Institutions

380

  1. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    31 publications

    6.8K citations

  2. University of Toronto

    Toronto, Canada

    9 h-index

    18 publications

    1.5K citations

  3. Tsinghua University

    Beijing, China

    8 h-index

    12 publications

    353 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    11 publications

    654 citations

  5. National University of Singapore

    Singapore, Singapore

    5 h-index

    7 publications

    477 citations

  6. Fudan University

    Shanghai, China

    5 h-index

    16 publications

    1.1K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    11 publications

    409 citations

  8. Google (United States)

    Mountain View, United States

    4 h-index

    15 publications

    741 citations

1–8 of 380

Venues

  1. arXiv (Cornell University)

    Repository · 19 publications · 931 citations

    14

    h-index

  2. Journal of High Energy Physics

    JHEP · 5 publications · 426 citations

    5

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 399 citations

    5

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 271 citations

    4

    h-index

  5. Information Sciences

    4 publications · 351 citations

    4

    h-index

1–5