Concepedia

Word-level Language Modeling

Word-Level Language Modeling is a type of language modeling that operates at the word level, where the fundamental unit of analysis and prediction is the word, distinguishing it from character-level or subword-level approaches by treating whole words as the atomic tokens in the probabilistic modeling of natural language.

98

Publications

7.3K

Citations

313

Authors

117

Institutions

Publications per year

2017–2026

52

Parents

Publications

98

Character-Aware Neural Language Models

Yoon Kim, Yacine Jernite, David Sontag et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 1K citations · Full text

, , +17

Character-Aware Neural Language Models

Yoon Kim, Yacine Jernite, David Sontag et al. · arXiv (Cornell University) · 2015 · 1K citations · Full text

, , +17

Factored Translation Models

Philipp Koehn, Hieu Hoang · Edinburgh Research Explorer (University of Edinburgh) · 2007 · 510 citations · Full text

, , +13

Regularizing and Optimizing LSTM Language Models

Stephen Merity, Nitish Shirish Keskar, Richard Socher · arXiv (Cornell University) · 2017 · 468 citations · Full text

, , +16

Code Mixing: A Challenge for Language Identification in the Language of Social Media

Utsab Barman, Amitava Das, Joachim Wagner et al. · 2014 · 271 citations · Full text

, , +15

1–5 of 98

Authors

313

  1. HN
    Hermann Ney

    RWTH Aachen University, Germany

    4 publications · 249 citations

    4

    h-index

  2. KB
    Kalika Bali

    Microsoft Research (India), India

    3 publications · 136 citations

    3

    h-index

  3. AS
    Andreas Stolcke

    SRI International, United States

    3 publications · 182 citations

    3

    h-index

  4. RS
    Ralf Schlüter

    RWTH Aachen University, Germany

    3 publications · 238 citations

    3

    h-index

  5. SB
    Somnath Banerjee

    Hewlett-Packard (India), India

    2 publications · 52 citations

    2

    h-index

1–5 of 313

Institutions

117

  1. University of Cambridge

    Cambridge, United Kingdom

    5 h-index

    14 publications

    605 citations

  2. RWTH Aachen University

    Aachen, Germany

    4 h-index

    18 publications

    1K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    10 publications

    402 citations

  4. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    3 h-index

    9 publications

    604 citations

  5. Microsoft (United States)

    Redmond, United States

    3 h-index

    8 publications

    223 citations

  6. Amrita Vishwa Vidyapeetham

    Coimbatore, India

    3 h-index

    9 publications

    253 citations

  7. KU Leuven

    Leuven, Belgium

    2 h-index

    8 publications

    236 citations

  8. New York University

    New York, United States

    2 h-index

    6 publications

    2.3K citations

1–8 of 117

Venues

  1. arXiv (Cornell University)

    Repository · 18 publications · 2.1K citations

    15

    h-index

  2. International Conference on Computational Linguistics

    Conference · 3 publications · 56 citations

    3

    h-index

  3. International Conference on Learning Representations

    Conference · 2 publications · 74 citations

    2

    h-index

  4. IEEE Access

    2 publications · 114 citations

    2

    h-index

  5. 2

    h-index

1–5