Concepedia

Vector Embedding

Vector Embedding is a mathematical representation that maps discrete data elements into a continuous vector space such that semantic relationships and structural similarities among the elements are preserved through relative position and distance.

166

Publications

15.7K

Citations

569

Authors

235

Institutions

Publications per year

2017–2026

126

Variants

Vector Representations

Parents

Publications

166

Translating embeddings for modeling multi-relational data

Antoine Bordes, Nicolas Usunier, Jason Weston et al. · 2015 · 5.2K citations · Full text

, , +16

Complex Embeddings for Simple Link Prediction

Théo Trouillon, Johannes Welbl, Sebastian Riedel et al. · arXiv (Cornell University) · 2016 · 1.1K citations · Full text

, , +16

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network

Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen et al. · 2018 · 880 citations · Full text

, , +16

Deep Learning for Extreme Multi-label Text Classification

Jingzhou Liu, Wei-Cheng Chang, Yuexin Wu et al. · 2017 · 659 citations

, , +12

Linguistic Regularities in Sparse and Explicit Word Representations

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

, , +14

1–5 of 166

Authors

569

  1. SS
    Steven Schockaert

    Cardiff University, United Kingdom

    4 publications · 91 citations

    4

    h-index

  2. HY
    Hongxia Yang

    Alibaba Group (China), China

    3 publications · 197 citations

    3

    h-index

  3. XH
    Xia Hu

    Texas A&M University, United States

    3 publications · 190 citations

    3

    h-index

  4. HJ
    Hervé Jeǵou

    Institut national de recherche en sciences et technologies du numérique, France

    3 publications · 386 citations

    3

    h-index

  5. FP
    Florent Perronnin

    Xerox (France), France

    3 publications · 84 citations

    3

    h-index

1–5 of 569

Institutions

235

  1. Cornell University

    Ithaca, United States

    5 h-index

    5 publications

    411 citations

  2. Texas A&M University

    College Station, United States

    5 h-index

    16 publications

    808 citations

  3. Tsinghua University

    Beijing, China

    4 h-index

    12 publications

    638 citations

  4. Cardiff University

    Cardiff, United Kingdom

    4 h-index

    7 publications

    171 citations

  5. Xerox (France)

    Saint-Denis, France

    3 h-index

    4 publications

    579 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    7 publications

    134 citations

  7. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    3 h-index

    9 publications

    124 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    7 publications

    284 citations

1–8 of 235

Venues

  1. arXiv (Cornell University)

    Repository · 21 publications · 2.3K citations

    18

    h-index

  2. Expert Systems with Applications

    4 publications · 86 citations

    4

    h-index

  3. 4

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 71 citations

    3

    h-index

  5. Pattern Recognition

    3 publications · 155 citations

    3

    h-index

1–5