Concepedia

Topic Interpretability

Topic Interpretability is a qualitative evaluation measure in topic modeling that assesses the degree to which the human-readable coherence and semantic meaning of inferred topics align with intuitive conceptual understanding.

26

Publications

3.1K

Citations

90

Authors

42

Institutions

Publications per year

2017–2026

14

Parents

Publications

26

Exploring the Space of Topic Coherence Measures

Michael Röder, Andreas Both, Alexander Hinneburg · 2015 · 2.2K citations

, , +13

Topic Interest, Text Representation, and Quality of Experience

Ulrich Schiefele · Contemporary Educational Psychology · 1996 · 296 citations

, , +13

The human touch: How non-expert users perceive, interpret, and fix topic models

Tak Yeon Lee, Alison Smith, Kevin Seppi et al. · International Journal of Human-Computer Studies · 2017 · 92 citations · Full text

, , +9

From Topic Boundaries to Omission: New Research on Interpretation

Melanie Metzger, Steven Collins, Valerie Dively et al. · 2003 · 71 citations

, , +5

Topic Model or Topic Twaddle? Re-evaluating Semantic Interpretability Measures

Caitlin Doogan, Wray Buntine · 2021 · 56 citations · Full text

, , +15

1–5 of 26

Authors

90

  1. FM
    Fred Morstatter

    University of Southern California, United States

    2 publications · 41 citations

    2

    h-index

  2. AP
    Angga Pratama Sitorus

    University of Indonesia, Indonesia

    1 publications · 13 citations

    1

    h-index

  3. SC
    Shawn Chen

    Ohio University, United States

    1 publications · 39 citations

    1

    h-index

  4. LL
    Lisa Lee

    University of Edinburgh, United Kingdom

    1 publications · 25 citations

    1

    h-index

  5. ER
    Emil Rijcken

    University Medical Center Utrecht, Netherlands

    1 publications · 17 citations

    1

    h-index

1–5 of 90

Institutions

42

  1. Huazhong University of Science and Technology

    Wuhan, China

    2 h-index

    6 publications

    95 citations

  2. University of California, Los Angeles

    Los Angeles, United States

    1 h-index

    4 publications

    156 citations

  3. McGill University

    Montreal, Canada

    1 h-index

    4 publications

    52 citations

  4. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    20 citations

  5. Dana-Farber Cancer Institute

    Boston, United States

    1 h-index

    3 publications

    39 citations

  6. University of Indonesia

    Depok, Indonesia

    1 h-index

    4 publications

    52 citations

  7. Singapore Management University

    Singapore, Singapore

    1 h-index

    2 publications

    40 citations

  8. Hong Kong Baptist University

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    25 citations

1–8 of 42

Venues

  1. Expert Systems with Applications

    2 publications · 38 citations

    2

    h-index

  2. 1

    h-index

  3. PLoS ONE

    1 publications · 13 citations

    1

    h-index

  4. Computer Methods and Programs in Biomedicine

    1 publications · 39 citations

    1

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 47 citations

    1

    h-index

1–5