Concepedia

Character-based Embeddings

Character-Based Embeddings is a type of word representation in natural language processing that generates vectorized embeddings by modeling words as sequences of characters, thereby capturing subword morphological information through character-level composition.

178

Publications

14.6K

Citations

556

Authors

196

Institutions

Publications per year

2017–2026

145

Variants

Character-level Embeddings

Parents

Publications

178

Neural Architectures for Named Entity Recognition

Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian et al. · 2016 · 4.4K citations · Full text

, , +16

Contextual String Embeddings for Sequence Labeling

Alan Akbik, Duncan A. J. Blythe, Roland Vollgraf · International Conference on Computational Linguistics · 2018 · 1K citations

, , +16

Synthetic and Natural Noise Both Break Neural Machine Translation

Yonatan Belinkov, Yonatan Bisk · arXiv (Cornell University) · 2017 · 404 citations · Full text

, , +16

Synthetic and Natural Noise Both Break Neural Machine Translation

Yonatan Belinkov, Yonatan Bisk · International Conference on Learning Representations · 2018 · 337 citations

, , +16

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 178

Authors

556

  1. HZ
    Hai Zhao

    Shanghai Jiao Tong University, China

    4 publications · 202 citations

    4

    h-index

  2. CD
    Chris Dyer

    Carnegie Mellon University, United States

    4 publications · 5K citations

    4

    h-index

  3. MR
    Marek Rei

    University of Cambridge, United Kingdom

    3 publications · 230 citations

    3

    h-index

  4. KL
    Karen Livescu

    Toyota Technological Institute at Chicago, United States

    3 publications · 230 citations

    3

    h-index

  5. YB
    Yonatan Belinkov

    Technion – Israel Institute of Technology, Israel

    3 publications · 1K citations

    3

    h-index

1–5 of 556

Institutions

196

  1. Shanghai Jiao Tong University

    Shanghai, China

    5 h-index

    14 publications

    661 citations

  2. University of Washington

    Seattle, United States

    5 h-index

    7 publications

    776 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    13 publications

    22.5K citations

  4. Peking University

    Beijing, China

    3 h-index

    10 publications

    310 citations

  5. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    7 publications

    498 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    7 publications

    925 citations

  7. KU Leuven

    Leuven, Belgium

    3 h-index

    9 publications

    274 citations

  8. Toyota Technological Institute at Chicago

    Chicago, United States

    3 h-index

    9 publications

    876 citations

1–8 of 196

Venues

  1. arXiv (Cornell University)

    Repository · 22 publications · 1.3K citations

    17

    h-index

  2. IEEE Access

    8 publications · 171 citations

    8

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 7 publications · 661 citations

    7

    h-index

  4. International Conference on Computational Linguistics

    Conference · 5 publications · 1.1K citations

    5

    h-index

  5. Journal of Biomedical Informatics

    2 publications · 121 citations

    2

    h-index

1–5