Concepedia

Universal Sentence Representations

Universal Sentence Representations is a framework in natural language processing that belongs to the class of sentence representation models and is distinguished by its ability to encode diverse linguistic information into fixed-dimensional vector spaces through self-supervised learning, enabling broad transferability across downstream tasks.

84

Publications

10.5K

Citations

287

Authors

116

Institutions

Publications per year

2017–2026

74

Variants

Usr

Parents

Publications

84

Supervised Learning of Universal Sentence Representations from Natural\n Language Inference Data

Alexis Conneau, Douwe Kiela, Holger Schwenk et al. · arXiv (Cornell University) · 2017 · 2.1K citations · Full text

, , +12

Universal Sentence Encoder

Daniel Cer, Yinfei Yang, Sheng-yi Kong et al. · arXiv (Cornell University) · 2018 · 1.3K citations · Full text

, , +16

Universal Sentence Encoder for English

Daniel Cer, Yinfei Yang, Sheng-yi Kong et al. · 2018 · 1.3K citations · Full text

, , +9

XNLI: Evaluating Cross-lingual Sentence Representations

Alexis Conneau, Ruty Rinott, Guillaume Lample et al. · 2018 · 934 citations · Full text

, , +14

Multilingual Universal Sentence Encoder for Semantic Retrieval

Yinfei Yang, Daniel Cer, Amin Ahmad et al. · 2020 · 406 citations · Full text

, , +13

1–5 of 84

Authors

287

  1. DC
    Daniel Cer

    Google (United States), United States

    6 publications · 3.1K citations

    6

    h-index

  2. AC
    Alexis Conneau

    Meta (Israel), Israel

    6 publications · 3.9K citations

    6

    h-index

  3. HS
    Holger Schwenk

    Laboratoire d'Informatique pour la Mécanique et les Sciences de l'Ingénieur, France

    5 publications · 3.3K citations

    5

    h-index

  4. YY
    Yinfei Yang

    Google (United States), United States

    5 publications · 3.1K citations

    5

    h-index

  5. RK
    Ray Kurzweil

    Google (United States), United States

    4 publications · 3K citations

    4

    h-index

1–5 of 287

Institutions

116

  1. Google (United States)

    Mountain View, United States

    4 h-index

    28 publications

    20.4K citations

  2. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    3 h-index

    12 publications

    1K citations

  3. Jordan University of Science and Technology

    Irbid, Jordan

    3 h-index

    10 publications

    434 citations

  4. Meta (Israel)

    Tel Aviv, Israel

    3 h-index

    9 publications

    7.2K citations

  5. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    3 publications

    650 citations

  6. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    6 publications

    213 citations

  7. Sivas State Hospital

    Sivas, Turkey

    2 h-index

    2 publications

    46 citations

  8. Saarland University

    Saarbrücken, Germany

    2 h-index

    2 publications

    33 citations

1–8 of 116

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 4.7K citations

    13

    h-index

  2. IEEE Access

    4 publications · 208 citations

    4

    h-index

  3. Arabian Journal for Science and Engineering

    1 publications · 23 citations

    2

    h-index

  4. 2

    h-index

  5. Knowledge-Based Systems

    2 publications · 83 citations

    2

    h-index

1–5