Concepedia

Markov Language Models

Markov Language Models is a type of probabilistic language model that assumes the probability of each word in a sequence depends only on a fixed number of preceding words, formalized through the Markov property to simplify joint probability estimation in natural language.

212

Publications

23K

Citations

503

Authors

182

Institutions

Publications per year

2017–2026

25

Variants

Markov Language Model

Parents

Publications

212

Incorporating non-local information into information extraction systems by Gibbs sampling

Jenny Rose Finkel, Trond Grenager, Christopher D. Manning · 2005 · 3K citations · Full text

, , +15

Statistical Methods for Speech Recognition

Don X. Sun, Frederick Jelinek · Journal of the American Statistical Association · 1999 · 2K citations

, , +17

Discriminative training methods for hidden Markov models

Michael Collins · 2002 · 1.9K citations · Full text

, , +15

Estimation of probabilities from sparse data for the language model component of a speech recognizer

Slava M. Katz · IEEE Transactions on Acoustics Speech and Signal Processing · 1987 · 1.7K citations

, , +10

TnT

Thorsten Brants · 2000 · 1.3K citations · Full text

, , +14

1–5 of 212

Authors

503

  1. CD
    Christopher D. Manning

    Stanford University, United States

    4 publications · 3.4K citations

    4

    h-index

  2. JB
    Jeff Bilmes

    University of Washington, United States

    4 publications · 134 citations

    4

    h-index

  3. RP
    Roberto Pieraccini

    AT&T (United States), United States

    3 publications · 151 citations

    3

    h-index

  4. HB
    Horst Bunke

    University of Bern, Switzerland

    3 publications · 365 citations

    3

    h-index

  5. HR
    Hae‐Chang Rim

    Korea University, South Korea

    3 publications · 57 citations

    3

    h-index

1–5 of 503

Institutions

182

  1. AT&T (United States)

    Bedminster, United States

    6 h-index

    11 publications

    2.9K citations

  2. University of Washington

    Seattle, United States

    5 h-index

    8 publications

    204 citations

  3. Universitat Politècnica de València

    Valencia, Spain

    4 h-index

    10 publications

    268 citations

  4. Stanford University

    Stanford, United States

    4 h-index

    12 publications

    10.3K citations

  5. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    4 h-index

    14 publications

    2.7K citations

  6. National Taiwan University

    Taipei, Taiwan

    4 h-index

    16 publications

    3.8K citations

  7. Korea University

    Seoul, South Korea

    4 h-index

    6 publications

    168 citations

  8. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    6 publications

    442 citations

1–8 of 182

Venues

  1. Computer Speech & Language

    9 publications · 328 citations

    9

    h-index

  2. 4

    h-index

  3. Pattern Recognition

    4 publications · 154 citations

    4

    h-index

  4. arXiv (Cornell University)

    Repository · 3 publications · 177 citations

    3

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 60 citations

    2

    h-index

1–5