Concepedia

Sentence-level Composition

Sentence-Level Composition is a computational framework within natural language processing that integrates word embeddings into higher-order representations by systematically combining their vectorial semantics to capture the meaning of entire sentences.

86

Publications

7.4K

Citations

246

Authors

127

Institutions

Publications per year

2017–2026

35

Parents

Publications

86

Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features

Matteo Pagliardini, Prakhar Gupta, Martin Jaggi · 2018 · 700 citations · Full text

, , +13

Vector-based Models of Semantic Composition

Jeff Mitchell, Mirella Lapata · Edinburgh Research Explorer (University of Edinburgh) · 2008 · 666 citations · Full text

, , +16

Grasping Ideas with the Motor System: Semantic Somatotopy in Idiom Comprehension

Véronique Boulenger, Olaf Hauk, Friedemann Pulvermüller · Cerebral Cortex · 2008 · 561 citations · Full text

, , +15

Visualizing and Understanding Neural Models in NLP

Jiwei Li, Xinlei Chen, Eduard Hovy et al. · 2016 · 544 citations · Full text

, , +17

A structured vector space model for word meaning in context

Katrin Erk, Sebastian Padó · 2008 · 366 citations · Full text

, , +17

1–5 of 86

Authors

246

  1. PB
    Phil Blunsom

    University of Oxford, United Kingdom

    4 publications · 404 citations

    4

    h-index

  2. MS
    Mehrnoosh Sadrzadeh

    University of Oxford, United Kingdom

    4 publications · 302 citations

    4

    h-index

  3. MB
    Marco Baroni

    University of Trento, Italy

    3 publications · 167 citations

    3

    h-index

  4. NK
    Nal Kalchbrenner

    Google (United States), United States

    3 publications · 359 citations

    3

    h-index

  5. EH
    Eduard Hovy

    Carnegie Mellon University, United States

    3 publications · 728 citations

    3

    h-index

1–5 of 246

Institutions

127

  1. University of Oxford

    Oxford, United Kingdom

    9 h-index

    18 publications

    1.7K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    15 publications

    1.9K citations

  3. Peking University

    Beijing, China

    4 h-index

    16 publications

    448 citations

  4. Stanford University

    Stanford, United States

    4 h-index

    6 publications

    1.8K citations

  5. New York University

    New York, United States

    3 h-index

    3 publications

    289 citations

  6. University of Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    3 publications

    174 citations

  7. University of California, Berkeley

    Berkeley, United States

    3 h-index

    5 publications

    293 citations

  8. University of Edinburgh

    Edinburgh, United Kingdom

    3 h-index

    5 publications

    1.8K citations

1–8 of 127

Venues

  1. arXiv (Cornell University)

    Repository · 12 publications · 851 citations

    11

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 116 citations

    4

    h-index

  3. College Composition and Communication

    CCC · 2 publications · 33 citations

    2

    h-index

  4. 2

    h-index

  5. Journal of Cognitive Neuroscience

    2 publications · 350 citations

    2

    h-index

1–5