Concepedia

Statistical Dependency Parsing

Statistical Dependency Parsing is a computational method within dependency grammar that identifies syntactic dependencies between words in a sentence using probabilistic models trained on annotated corpora to predict the most likely dependency structure.

108

Publications

8.2K

Citations

259

Authors

98

Institutions

Publications per year

2017–2026

5

Parents

Publications

108

Three generative, lexicalised models for statistical parsing

Michael Collins · 1997 · 750 citations

, , +17

A new statistical parser based on bigram lexical dependencies

Michael Collins · 1996 · 622 citations · Full text

, , +13

Statistical Dependency Analysis with Support Vector Machines

Hiroyasu Yamada, Yūji Matsumoto · 2003 · 605 citations

, , +14

Japanese dependency analysis using cascaded chunking

Taku Kudo, Yūji Matsumoto · 2002 · 480 citations

, , +17

CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn Treebank

Julia Hockenmaier, Mark Steedman · Computational Linguistics · 2007 · 387 citations · Full text

, , +13

1–5 of 108

Authors

259

  1. JN
    Joakim Nivre

    Uppsala University, Sweden

    7 publications · 399 citations

    7

    h-index

  2. NA
    Noah A. Smith

    Carnegie Mellon University, United States

    5 publications · 415 citations

    5

    h-index

  3. MC
    Michael Collins

    University of Calgary, Canada

    4 publications · 1.6K citations

    4

    h-index

  4. MS
    Mark Steedman

    University of Edinburgh, United Kingdom

    4 publications · 734 citations

    4

    h-index

  5. JH
    Julia Hockenmaier

    University of Illinois Urbana-Champaign, United States

    4 publications · 707 citations

    4

    h-index

1–5 of 259

Institutions

98

  1. University of Pennsylvania

    Philadelphia, United States

    9 h-index

    13 publications

    2K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    8 h-index

    22 publications

    1.5K citations

  3. University of Edinburgh

    Edinburgh, United Kingdom

    7 h-index

    13 publications

    1.7K citations

  4. Uppsala University

    Uppsala, Sweden

    6 h-index

    8 publications

    327 citations

  5. Charles University

    Prague, Czechia

    5 h-index

    10 publications

    580 citations

  6. Google (United States)

    Mountain View, United States

    4 h-index

    12 publications

    1.1K citations

  7. Johns Hopkins University

    Baltimore, United States

    3 h-index

    5 publications

    273 citations

  8. Cornell University

    Ithaca, United States

    3 h-index

    6 publications

    312 citations

1–8 of 98

Venues

  1. Computational Linguistics

    4 publications · 533 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 65 citations

    3

    h-index

  3. 2

    h-index

  4. Arrow@dit (Dublin Institute of Technology)

    Repository · 2 publications · 184 citations

    2

    h-index

  5. Empirical Methods in Natural Language Processing

    Conference · 1 publications · 58 citations

    1

    h-index

1–5