Concepedia

Embedding Construction

Embedding Construction is a feature construction technique that generates dense, low-dimensional vector representations by preserving semantic relationships among discrete entities through learned mappings in continuous vector spaces.

177

Publications

9.2K

Citations

602

Authors

277

Institutions

Publications per year

2017–2026

104

Parents

Publications

177

Learning Structured Embeddings of Knowledge Bases

Antoine Bordes, Jason Weston, Ronan Collobert et al. · 2011 · 861 citations · Full text

, , +16

Crossing Number is NP-Complete

M. R. Garey, David S. Johnson · SIAM Journal on Algebraic and Discrete Methods · 1983 · 669 citations

, , +17

Label Embedding Trees for Large Multi-Class Tasks

Samy Bengio, Jason Weston, David Grangier · 2010 · 298 citations

, , +14

ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation

Chang Zhou, Jinze Bai, Junshuai Song et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 275 citations · Full text

, , +12

C-Pack: Packed Resources For General Chinese Embeddings

Shitao Xiao, Zheng Liu, Peitian Zhang et al. · 2024 · 269 citations

, , +5

1–5 of 177

Authors

602

  1. JW
    Jason Weston

    Meta (Israel), Israel

    5 publications · 1.3K citations

    5

    h-index

  2. AB
    Antoine Bordes

    Meta (Israel), Israel

    3 publications · 952 citations

    3

    h-index

  3. DM
    Damon May

    University of Washington, United States

    2 publications · 78 citations

    2

    h-index

  4. WZ
    Weiming Zhang

    University of Science and Technology of China, China

    2 publications · 57 citations

    2

    h-index

  5. ZZ
    Zhengchao Zhao

    Peking University, China

    2 publications · 379 citations

    2

    h-index

1–5 of 602

Institutions

277

  1. University of Science and Technology of China

    Hefei, China

    6 h-index

    18 publications

    1.1K citations

  2. University of California San Diego

    San Diego, United States

    6 h-index

    8 publications

    389 citations

  3. Peking University

    Beijing, China

    5 h-index

    11 publications

    1.7K citations

  4. Google (United States)

    Mountain View, United States

    5 h-index

    9 publications

    1.9K citations

  5. Zhejiang University

    Hangzhou, China

    5 h-index

    16 publications

    398 citations

  6. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    13 publications

    548 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    3 publications

    106 citations

  8. Cardiff University

    Cardiff, United Kingdom

    3 h-index

    4 publications

    196 citations

1–8 of 277

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 700 citations

    14

    h-index

  2. Neurocomputing

    5 publications · 98 citations

    5

    h-index

  3. Expert Systems with Applications

    4 publications · 69 citations

    4

    h-index

  4. Information Sciences

    3 publications · 84 citations

    3

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 383 citations

    3

    h-index

1–5