Concepedia

Temporal Word Embeddings

Temporal Word Embeddings is a type of word representation model that captures the evolution of word meanings over time by generating time-specific vector embeddings within a diachronic semantic space.

27

Publications

2.4K

Citations

70

Authors

41

Institutions

Publications per year

2017–2026

22

Variants

Diachronic Word Embeddings

Parents

Publications

27

Word embeddings quantify 100 years of gender and ethnic stereotypes

Nikhil Garg, Londa Schiebinger, Dan Jurafsky et al. · Proceedings of the National Academy of Sciences · 2018 · 1.1K citations · Full text

, , +17

Temporal Analysis of Language through Neural Language Models

Yoon Kim, Yi-I Chiu, Kentaro Hanaki et al. · 2014 · 281 citations · Full text

, , +17

Diachronic word embeddings and semantic shifts: a survey

Andrey Kutuzov, Lilja Øvrelid, Terrence Szymanski et al. · arXiv (Cornell University) · 2018 · 144 citations · Full text

, , +11

Dynamic Word Embeddings

Robert Bamler, Stephan Mandt · arXiv (Cornell University) · 2017 · 111 citations · Full text

, , +15

Dynamic Word Embeddings for Evolving Semantic Discovery

2018 · 101 citations · Full text

, , +15

1–5 of 27

Authors

70

  1. FB
    Federico Bianchi

    Bocconi University, Italy

    3 publications · 72 citations

    3

    h-index

  2. TS
    Terrence Szymanski

    University College Dublin, Ireland

    2 publications · 202 citations

    2

    h-index

  3. SP
    Slav Petrov

    Google (United States), United States

    2 publications · 315 citations

    2

    h-index

  4. VD
    Valerio Di Carlo

    San Raffaele University of Rome, Italy

    2 publications · 61 citations

    2

    h-index

  5. RB
    Robert Bamler

    University of California, Irvine, United States

    2 publications · 208 citations

    2

    h-index

1–5 of 70

Institutions

41

  1. University of Milano-Bicocca

    Milan, Italy

    3 h-index

    5 publications

    133 citations

  2. University College Dublin

    Dublin, Ireland

    2 h-index

    2 publications

    202 citations

  3. Walt Disney (United States)

    Burbank, United States

    2 h-index

    4 publications

    416 citations

  4. Birmingham City University

    Birmingham, United Kingdom

    1 h-index

    4 publications

    88 citations

  5. Chonnam National University

    Gwangju, South Korea

    1 h-index

    3 publications

    117 citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    1 h-index

    3 publications

    36 citations

  7. University of Oslo

    Oslo, Norway

    1 h-index

    3 publications

    432 citations

  8. Drexel University

    Philadelphia, United States

    1 h-index

    2 publications

    28 citations

1–8 of 41

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 344 citations

    6

    h-index

  2. Cognitive Science

    1 publications · 11 citations

    1

    h-index

  3. Neurobiology of Language

    1 publications · 11 citations

    1

    h-index

  4. Proceedings of the National Academy of Sciences

    PNAS · 1 publications · 1.1K citations

    1

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 24 citations

    1

    h-index

1–5