Concepedia

Sense Embeddings

Sense Embeddings is a type of word representation in natural language processing that distinguishes between different lexical meanings of a word by mapping each sense to a distinct vector in a continuous semantic space.

105

Publications

5.8K

Citations

253

Authors

124

Institutions

Publications per year

2017–2026

65

Variants

Word Sense Embeddings

Parents

Publications

105

Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space

Arvind Neelakantan, Jeevan Shankar, Alexandre Passos et al. · 2014 · 463 citations · Full text

, , +14

Sentiment analysis leveraging emotions and word embeddings

Manolis G. Vozalis, Konstantinos Diamantaras, Athena Vakali et al. · Expert Systems with Applications · 2016 · 370 citations

, , +13

SensEmbed: Learning Sense Embeddings for Word and Relational Similarity

Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli · 2015 · 271 citations · Full text

, , +14

A Unified Model for Word Sense Representation and Disambiguation

Xinxiong Chen, Zhiyuan Liu, Maosong Sun · 2014 · 270 citations · Full text

, , +12

Do Multi-Sense Embeddings Improve Natural Language Understanding?

Jiwei Li, Dan Jurafsky · 2015 · 242 citations · Full text

, , +15

1–5 of 105

Authors

253

  1. RN
    Roberto Navigli

    Sapienza University of Rome, Italy

    8 publications · 636 citations

    8

    h-index

  2. MT
    Mohammad Taher Pilehvar

    University of Cambridge, United Kingdom

    6 publications · 548 citations

    6

    h-index

  3. AP
    Alexander Panchenko

    Skolkovo Institute of Science and Technology, Russia

    4 publications · 180 citations

    4

    h-index

  4. JC
    José Camacho-Collados

    Cardiff University, United Kingdom

    4 publications · 221 citations

    4

    h-index

  5. II
    Ignacio Iacobacci

    Sapienza University of Rome, Italy

    3 publications · 350 citations

    3

    h-index

1–5 of 253

Institutions

124

  1. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    8 publications

    404 citations

  2. Sapienza University of Rome

    Rome, Italy

    4 h-index

    9 publications

    710 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    4 publications

    78 citations

  4. Université Paris-Saclay

    Gif-sur-Yvette, France

    3 h-index

    4 publications

    78 citations

  5. Tsinghua University

    Beijing, China

    3 h-index

    10 publications

    1.6K citations

  6. Wright State University

    Dayton, United States

    3 h-index

    12 publications

    476 citations

  7. University of Gothenburg

    Gothenburg, Sweden

    3 h-index

    6 publications

    136 citations

  8. Cardiff University

    Cardiff, United Kingdom

    2 h-index

    2 publications

    118 citations

1–8 of 124

Venues

  1. arXiv (Cornell University)

    Repository · 14 publications · 572 citations

    11

    h-index

  2. 4

    h-index

  3. IEEE Access

    3 publications · 113 citations

    3

    h-index

  4. Knowledge-Based Systems

    2 publications · 32 citations

    2

    h-index

  5. Expert Systems with Applications

    2 publications · 419 citations

    2

    h-index

1–5