Concepedia

Embedding-based Similarity

Embedding-Based Similarity is a computational method in text similarity analysis that quantifies semantic relatedness between texts by measuring geometric relationships between their vector representations in a continuous latent space.

181

Publications

13.8K

Citations

572

Authors

276

Institutions

Publications per year

2017–2026

137

Variants

Vector-based Similarity

Parents

Publications

181

Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books

Yukun Zhu, Ryan Kiros, Rich Zemel et al. · 2015 · 2.1K citations · Full text

, , +16

Stochastic Neighbor Embedding

Geoffrey E. Hinton, Sam T. Roweis · 2002 · 1.5K citations

, , +13

Linguistic Regularities in Sparse and Explicit Word Representations

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

, , +14

Bootstrapping Entity Alignment with Knowledge Graph Embedding

Zequn Sun, Wei Hu, Qinghe Zhang et al. · 2018 · 531 citations · Full text

, , +12

Entity Alignment between Knowledge Graphs Using Attribute Embeddings

Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 322 citations · Full text

, , +13

1–5 of 181

Authors

572

  1. DS
    Didier Schwab

    Laboratoire d'Informatique de Grenoble, France

    3 publications · 96 citations

    3

    h-index

  2. EM
    El Moatez Billah Nagoudi

    University of British Columbia, Canada

    3 publications · 96 citations

    3

    h-index

  3. OB
    Oren Barkan

    Tel Aviv University, Israel

    3 publications · 108 citations

    3

    h-index

  4. RU
    Raquel Urtasun

    University of Toronto, Canada

    3 publications · 2.4K citations

    3

    h-index

  5. ÁE
    Ábel Elekes

    Karlsruhe Institute of Technology, Germany

    3 publications · 57 citations

    3

    h-index

1–5 of 572

Institutions

276

  1. Shanghai Jiao Tong University

    Shanghai, China

    7 h-index

    20 publications

    1.6K citations

  2. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    19 publications

    983 citations

  3. Laboratoire d'Informatique de Grenoble

    Grenoble, France

    4 h-index

    8 publications

    208 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    11 publications

    223 citations

  5. Université Grenoble Alpes

    Saint-Martin-d'Hères, France

    4 h-index

    7 publications

    198 citations

  6. Tel Aviv University

    Tel Aviv, Israel

    4 h-index

    7 publications

    174 citations

  7. National University of Singapore

    Singapore, Singapore

    3 h-index

    4 publications

    118 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    5 publications

    2.3K citations

1–8 of 276

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 1.1K citations

    12

    h-index

  2. Knowledge-Based Systems

    4 publications · 302 citations

    4

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 412 citations

    3

    h-index

  4. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 290 citations

    2

    h-index

  5. 2

    h-index

1–5