Concepedia

Supervised Topic Modeling

Supervised Topic Modeling is a topic modeling approach that incorporates labeled data to guide the discovery of latent thematic structures, distinguishing itself from unsupervised methods by leveraging supervision to align topics with predefined outcomes or categories.

119

Publications

8.8K

Citations

392

Authors

191

Institutions

Publications per year

2017–2026

66

Parents

Publications

119

Supervised Topic Models

David M. Blei, Jon McAuliffe · arXiv (Cornell University) · 2010 · 1.3K citations · Full text

, , +11

A Latent Variable Model for Geographic Lexical Variation

Jacob Eisenstein, Brendan O’Connor, Noah A. Smith et al. · Figshare · 2018 · 607 citations · Full text

, , +17

Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda

Mekhail Mustak, Joni Salminen, Loïc Plé et al. · Journal of Business Research · 2020 · 513 citations

, , +11

Discovering Health Topics in Social Media Using Topic Models

Michael J. Paul, Mark Dredze · PLoS ONE · 2014 · 287 citations · Full text

, , +16

Multi-aspect Sentiment Analysis with Topic Models

Bin Lu, Myle Ott, Claire Cardie et al. · 2011 · 256 citations

, , +16

1–5 of 119

Authors

392

  1. JZ
    Jun Zhu

    Tsinghua University, China

    9 publications · 707 citations

    9

    h-index

  2. EP
    Eric P. Xing

    Carnegie Mellon University, United States

    6 publications · 1.2K citations

    6

    h-index

  3. AA
    Amr Ahmed

    Carnegie Mellon University, United States

    3 publications · 534 citations

    3

    h-index

  4. JB
    Jordan Boyd‐Graber

    University of Maryland, College Park, United States

    3 publications · 314 citations

    3

    h-index

  5. YC
    Yaosen Chen

    Sichuan University, China

    2 publications · 29 citations

    2

    h-index

1–5 of 392

Institutions

191

  1. Carnegie Mellon University

    Pittsburgh, United States

    10 h-index

    22 publications

    4.2K citations

  2. Tsinghua University

    Beijing, China

    8 h-index

    17 publications

    1.1K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    12 publications

    293 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    6 publications

    342 citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    3 h-index

    6 publications

    289 citations

  6. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    5 publications

    392 citations

  7. University of Maryland, College Park

    College Park, United States

    3 h-index

    5 publications

    229 citations

  8. University of Chicago

    Chicago, United States

    3 h-index

    6 publications

    239 citations

1–8 of 191

Venues

  1. Figshare

    Repository · 4 publications · 953 citations

    4

    h-index

  2. Social Network Analysis and Mining

    3 publications · 52 citations

    3

    h-index

  3. SSRN Electronic Journal

    Repository · 3 publications · 149 citations

    3

    h-index

  4. Journal of Biomedical Informatics

    3 publications · 131 citations

    3

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 1.4K citations

    2

    h-index

1–5