Concepedia

Multi-label Text Classification

Multi-Label Text Classification is a text classification task in which each document is assigned a subset of multiple non-exclusive labels from a predefined label set, distinguishing it from single-label classification by allowing multiple concurrent category memberships.

745

Publications

46.3K

Citations

2.4K

Authors

769

Institutions

Publications per year

2017–2026

499

Parents

Publications

745

Multi-Label Classification

Grigorios Tsoumakas, Ioannis Katakis · International Journal of Data Warehousing and Mining · 2007 · 2.5K citations

, , +15

Labeled LDA

Daniel Ramage, David Hall, Ramesh Nallapati et al. · 2009 · 1.2K citations · Full text

, , +11

Random k-Labelsets for Multilabel Classification

Grigorios Tsoumakas, Ioannis Katakis, Ioannis Vlahavas · IEEE Transactions on Knowledge and Data Engineering · 2010 · 894 citations

, , +11

An extensive experimental comparison of methods for multi-label learning

Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj et al. · Pattern Recognition · 2012 · 731 citations

, , +12

Deep Learning for Extreme Multi-label Text Classification

Jingzhou Liu, Wei-Cheng Chang, Yuexin Wu et al. · 2017 · 659 citations

, , +12

1–5 of 745

Authors

2.4K

  1. GT
    Grigorios Tsoumakas

    Aristotle University of Thessaloniki, Greece

    10 publications · 4.4K citations

    10

    h-index

  2. LJ
    Liping Jing

    Beijing Jiaotong University, China

    8 publications · 387 citations

    8

    h-index

  3. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    8 publications · 456 citations

    8

    h-index

  4. WC
    Wei-Cheng Chang

    Carnegie Mellon University, United States

    7 publications · 1K citations

    7

    h-index

  5. LX
    Lin Xiao

    Beijing Jiaotong University, China

    7 publications · 374 citations

    7

    h-index

1–5 of 2.4K

Institutions

769

  1. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    32 publications

    1.8K citations

  2. Southeast University

    Nanjing, China

    10 h-index

    21 publications

    2.5K citations

  3. Peking University

    Beijing, China

    9 h-index

    35 publications

    1.9K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    9 h-index

    20 publications

    4K citations

  5. Tencent (China)

    Shenzhen, China

    9 h-index

    34 publications

    1.6K citations

  6. Tsinghua University

    Beijing, China

    9 h-index

    18 publications

    1.6K citations

  7. University of Illinois Chicago

    Chicago, United States

    9 h-index

    12 publications

    555 citations

  8. National Taiwan University

    Taipei, Taiwan

    8 h-index

    15 publications

    606 citations

1–8 of 769

Venues

  1. arXiv (Cornell University)

    Repository · 55 publications · 2.4K citations

    26

    h-index

  2. Neurocomputing

    23 publications · 1.3K citations

    20

    h-index

  3. Expert Systems with Applications

    17 publications · 1.1K citations

    17

    h-index

  4. Pattern Recognition

    17 publications · 1.9K citations

    16

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 16 publications · 1.6K citations

    16

    h-index

1–5