Concepedia

Transformation-based Learning

Transformation-Based Learning is a supervised machine learning methodology within computational linguistics that iteratively applies rule-based transformations to annotate parts of speech, distinguished by its use of error-driven learning to refine tagging accuracy through successive rule application.

135

Publications

8.4K

Citations

331

Authors

141

Institutions

Publications per year

2017–2026

29

Parents

Publications

135

Transformation-based error-driven learning and natural language processing: a case study in part-of-speech tagging

Eric Brill · 1995 · 1.5K citations

, , +13

An empirical survey of data augmentation for time series classification with neural networks

Brian Kenji Iwana, Seiichi Uchida · PLoS ONE · 2021 · 671 citations · Full text

, , +9

Text Chunking using Transformation-Based Learning

Lance Ramshaw, Mitchell P. Marcus · ArXiv.org · 1995 · 474 citations · Full text

, , +15

Named entity recognition through classifier combination

Radu Florian, Abe Ittycheriah, Hongyan Jing et al. · 2003 · 403 citations · Full text

, , +13

Deep learning-based transformation of H&E stained tissues into special stains

Kevin de Haan, Yijie Zhang, Jonathan E. Zuckerman et al. · Nature Communications · 2021 · 297 citations · Full text

, , +15

1–5 of 135

Authors

331

  1. RF
    Radu Florian

    IBM (United States), United States

    8 publications · 940 citations

    8

    h-index

  2. KS
    Ken Samuel

    University of Delaware, United States

    5 publications · 190 citations

    5

    h-index

  3. SC
    Sandra Carberry

    University of Delaware, United States

    4 publications · 180 citations

    4

    h-index

  4. DY
    David Yarowsky

    Johns Hopkins University, United States

    4 publications · 293 citations

    4

    h-index

  5. KV
    K. Vijay‐Shanker

    University of Delaware, United States

    4 publications · 180 citations

    4

    h-index

1–5 of 331

Institutions

141

  1. Johns Hopkins University

    Baltimore, United States

    9 h-index

    18 publications

    2.8K citations

  2. University of Delaware

    Newark, United States

    5 h-index

    13 publications

    550 citations

  3. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    6 publications

    432 citations

  4. Mitre (United States)

    Bedford, United States

    3 h-index

    3 publications

    128 citations

  5. University of Maryland, College Park

    College Park, United States

    3 h-index

    6 publications

    173 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    7 publications

    405 citations

  7. University of Manchester

    Manchester, United Kingdom

    3 h-index

    6 publications

    141 citations

  8. Stanford University

    Stanford, United States

    2 h-index

    8 publications

    1K citations

1–8 of 141

Venues

  1. arXiv (Cornell University)

    Repository · 10 publications · 303 citations

    10

    h-index

  2. ArXiv.org

    Repository · 7 publications · 833 citations

    7

    h-index

  3. Conference on Computational Natural Language Learning

    Conference · 4 publications · 69 citations

    4

    h-index

  4. Natural Language Engineering

    3 publications · 207 citations

    3

    h-index

  5. IEEE Transactions on Cybernetics

    2 publications · 31 citations

    2

    h-index

1–5