Concepedia

Hidden Topic Models

Hidden Topic Models is a type of latent variable model that discovers underlying thematic structures in text collections by probabilistically associating observed words with unobserved topics, distinguishing itself through the explicit modeling of semantic coherence and document-level topic distributions.

451

Publications

27.9K

Citations

1.3K

Authors

502

Institutions

Publications per year

2017–2026

210

Parents

Publications

451

Hidden factors and hidden topics

Julian McAuley, Jure Leskovec · 2013 · 1.6K citations

, , +14

A new approach to cross-modal multimedia retrieval

Nikhil Rasiwasia, José Costa Pereira, Emanuele Coviello et al. · 2010 · 1.4K citations

, , +15

The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation

Travis Dyer, Mark H. Lang, Lorien Stice‐Lawrence · Journal of Accounting and Economics · 2017 · 822 citations

, , +12

Learning to classify short and sparse text & web with hidden topics from large-scale data collections

Xuan-Hieu Phan, Le-Minh Nguyen, Susumu Horiguchi · 2008 · 747 citations

, , +15

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

1–5 of 451

Authors

1.3K

  1. EP
    Eric P. Xing

    Carnegie Mellon University, United States

    8 publications · 964 citations

    8

    h-index

  2. DM
    David M. Blei

    Princeton University, United States

    6 publications · 636 citations

    6

    h-index

  3. JB
    Jordan Boyd‐Graber

    University of Maryland, College Park, United States

    6 publications · 555 citations

    6

    h-index

  4. KV
    Konstantin Vorontsov

    Moscow Institute of Physics and Technology, Russia

    4 publications · 210 citations

    4

    h-index

  5. XP
    Xuan-Hieu Phan

    Japan Advanced Institute of Science and Technology, Japan

    4 publications · 915 citations

    4

    h-index

1–5 of 1.3K

Institutions

502

  1. Carnegie Mellon University

    Pittsburgh, United States

    14 h-index

    27 publications

    4.2K citations

  2. Tsinghua University

    Beijing, China

    11 h-index

    26 publications

    1.8K citations

  3. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    22 publications

    1.2K citations

  4. Princeton University

    Princeton, United States

    7 h-index

    11 publications

    1.3K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    7 h-index

    14 publications

    913 citations

  6. University of Technology Sydney

    Sydney, Australia

    7 h-index

    16 publications

    540 citations

  7. Wuhan University

    Wuhan, China

    6 h-index

    18 publications

    943 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    6 h-index

    14 publications

    1.5K citations

1–8 of 502

Venues

  1. arXiv (Cornell University)

    Repository · 17 publications · 761 citations

    15

    h-index

  2. Expert Systems with Applications

    14 publications · 1.1K citations

    14

    h-index

  3. Knowledge-Based Systems

    11 publications · 693 citations

    11

    h-index

  4. World Wide Web

    9 publications · 206 citations

    9

    h-index

  5. Information Processing & Management

    8 publications · 668 citations

    8

    h-index

1–5