Concepedia

Automatic Label Generation

Automatic Label Generation is a methodological framework within labeling systems that autonomously produces descriptive labels for data instances by leveraging algorithmic rules or learned patterns, distinguishing itself from manual or semi-supervised approaches through its complete reliance on automated processes.

134

Publications

6.1K

Citations

549

Authors

211

Institutions

Publications per year

2017–2026

104

Parents

Publications

134

Hello! My name is... Buffy'' -- Automatic Naming of Characters in TV Video

Mark Everingham, Josef Šivic, Andrew Zisserman · 2006 · 567 citations

, , +11

Snorkel: rapid training data creation with weak supervision

Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg et al. · The VLDB Journal · 2019 · 353 citations · Full text

, , +16

Intra-Inter Camera Similarity for Unsupervised Person Re-Identification

Shiyu Xuan, Shiliang Zhang · 2021 · 224 citations

, , +15

Automatic Generation of Social Tags for Music Recommendation

Douglas Eck, Paul Lamere, Thierry Bertin-Mahieux et al. · neural information processing systems · 2007 · 184 citations

, , +16

Automatically Labeled Data Generation for Large Scale Event Extraction

Yubo Chen, Shulin Liu, Xiang Zhang et al. · 2017 · 172 citations · Full text

, , +16

1–5 of 134

Authors

549

  1. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    3 publications · 69 citations

    3

    h-index

  2. SY
    Shicai Yang

    Teer Coatings (United Kingdom), United Kingdom

    2 publications · 148 citations

    2

    h-index

  3. PY
    Peng Yuan

    Houston Methodist, United States

    2 publications · 148 citations

    2

    h-index

  4. ZS
    Zhongnan Su

    Northeastern University, United States

    2 publications · 100 citations

    2

    h-index

  5. JZ
    Jiawei Zhu

    Nanjing Tech University, China

    2 publications · 83 citations

    2

    h-index

1–5 of 549

Institutions

211

  1. Zhejiang University

    Hangzhou, China

    5 h-index

    14 publications

    899 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    18 publications

    380 citations

  3. Beihang University

    Beijing, China

    3 h-index

    6 publications

    173 citations

  4. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    12 publications

    1.1K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    9 publications

    850 citations

  6. Dalian University of Technology

    Dalian, China

    2 h-index

    8 publications

    390 citations

  7. Microsoft (United States)

    Redmond, United States

    2 h-index

    14 publications

    740 citations

  8. Northwestern Polytechnical University

    Xi'an, China

    2 h-index

    3 publications

    150 citations

1–8 of 211

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 217 citations

    9

    h-index

  2. 3

    h-index

  3. NeuroImage

    2 publications · 95 citations

    2

    h-index

  4. Knowledge and Information Systems

    2 publications · 75 citations

    2

    h-index

  5. IEEE Robotics and Automation Letters

    2 publications · 168 citations

    2

    h-index

1–5