Concepedia

Low-resource Sequence Labeling

Low-Resource Sequence Labeling is a sequence labeling paradigm distinguished by the scarcity of annotated training data, often characterized by limited label availability, minimal supervision, or constrained linguistic resources, necessitating specialized techniques to achieve effective model performance under such constraints.

19

Publications

758

Citations

66

Authors

24

Institutions

Publications per year

2017–2026

18

Parents

Publications

19

A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling

Ying Lin, Shengqi Yang, Veselin Stoyanov et al. · 2018 · 118 citations · Full text

, , +13

Low-Resource Name Tagging Learned with Weakly Labeled Data

Yixin Cao, Zikun Hu, Tat‐Seng Chua et al. · 2019 · 86 citations · Full text

, , +16

If all you have is a bit of the Bible: Learning POS taggers for truly low-resource languages

Żeljko Agić, Dirk Hovy, Anders Søgaard · 2015 · 74 citations · Full text

, , +17

SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup

Rongzhi Zhang, Yue Yu, Chao Zhang · 2020 · 65 citations · Full text

, , +13

Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation

Aditya Siddhant, Melvin Johnson, Henry Tsai et al. · 2020 · 63 citations · Full text

, , +14

1–5 of 19

Authors

66

  1. MA
    Michael A. Hedderich

    Saarland University, Germany

    3 publications · 53 citations

    3

    h-index

  2. JR
    Jason Riesa

    Google (United States), United States

    2 publications · 76 citations

    2

    h-index

  3. AS
    Aditya Siddhant

    Google (United States), United States

    2 publications · 76 citations

    2

    h-index

  4. DK
    Dietrich Klakow

    Saarland University, Germany

    2 publications · 34 citations

    2

    h-index

  5. KR
    Karthik Raman

    Indian Institute of Technology Madras, India

    2 publications · 76 citations

    2

    h-index

1–5 of 66

Institutions

24

  1. Google (United States)

    Mountain View, United States

    2 h-index

    13 publications

    519 citations

  2. Saarland University

    Saarbrücken, Germany

    2 h-index

    6 publications

    102 citations

  3. Shanghai Institute of Microsystem and Information Technology

    Shanghai, China

    1 h-index

    2 publications

    62 citations

  4. Georgia Institute of Technology

    Atlanta, United States

    1 h-index

    3 publications

    195 citations

  5. ShanghaiTech University

    Shanghai, China

    1 h-index

    2 publications

    62 citations

  6. Technische Universität Darmstadt

    Darmstadt, Germany

    1 h-index

    3 publications

    42 citations

  7. Alibaba Group (Cayman Islands)

    George Town, Cayman Islands

    1 h-index

    4 publications

    124 citations

  8. Menlo School

    Atherton, United States

    1 h-index

    1 publications

    118 citations

1–8 of 24

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 35 citations

    2

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 27 citations

    2

    h-index

  3. 1

    h-index

  4. 1

    h-index

  5. Computational Linguistics

    1 publications · 14 citations

    1

    h-index

1–5