Concepedia

Weakly Supervised Sequence Labeling

Weakly Supervised Sequence Labeling is a sequence labeling paradigm that operates with incomplete, noisy, or indirect supervision, differing from fully supervised approaches by leveraging limited or imprecise label information to train models effectively.

10

Publications

591

Citations

43

Authors

12

Institutions

Publications per year

2017–2026

5

Parents

Publications

10

Labeling the Languages of Words in Mixed-Language Documents using Weakly Supervised Methods

B. King, Steven Abney · 2013 · 153 citations

, , +11

Compositional Sequence Labeling Models for Error Detection in Learner Writing

Marek Rei, Helen Yannakoudakis · 2016 · 106 citations · Full text

, , +16

Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences

Jason Fries, Paroma Varma, Vincent S. Chen et al. · Nature Communications · 2019 · 96 citations · Full text

, , +15

SemEval-2021 Task 5: Toxic Spans Detection

John Pavlopoulos, Jeffrey Sorensen, Léo Laugier et al. · 2021 · 75 citations · Full text

, , +9

Learning To Pinpoint Singing Voice From Weakly Labeled Examples.

Jan Schlüter · Zenodo (CERN European Organization for Nuclear Research) · 2016 · 61 citations · Full text

, , +10

1–5 of 10

Authors

43

  1. MF
    Madalina Fiterau

    University of Massachusetts Amherst, United States

    2 publications · 118 citations

    2

    h-index

  2. SL
    Scott L. Delp

    Stanford University, United States

    2 publications · 118 citations

    2

    h-index

  3. PV
    Paroma Varma

    Stanford University, United States

    2 publications · 118 citations

    2

    h-index

  4. KX
    Ke Xiao

    Louisiana State University, United States

    2 publications · 118 citations

    2

    h-index

  5. EA
    Euan A. Ashley

    Stanford University, United States

    2 publications · 118 citations

    2

    h-index

1–5 of 43

Institutions

12

  1. Chan Zuckerberg Biohub San Francisco

    San Francisco, United States

    2 h-index

    6 publications

    354 citations

  2. Chan Zuckerberg Initiative (United States)

    Redwood City, United States

    2 h-index

    6 publications

    354 citations

  3. Stanford University

    Stanford, United States

    2 h-index

    28 publications

    1.7K citations

  4. Athens University of Economics and Business

    Athens, Greece

    1 h-index

    2 publications

    150 citations

  5. Palo Alto University

    Palo Alto, United States

    1 h-index

    3 publications

    288 citations

  6. Austrian Research Institute for Artificial Intelligence

    Vienna, Austria

    1 h-index

    1 publications

    61 citations

  7. University of Michigan

    Ann Arbor, United States

    1 h-index

    1 publications

    153 citations

  8. Google (United States)

    Mountain View, United States

    1 h-index

    1 publications

    75 citations

1–8 of 12

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 23 citations

    2

    h-index

  2. 1

    h-index

  3. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 1 publications · 22 citations

    1

    h-index

  4. Nature Communications

    1 publications · 96 citations

    1

    h-index

  5. Zenodo (CERN European Organization for Nuclear Research)

    Repository · 1 publications · 61 citations

    1

    h-index

1–5