Reading Tea Leaves: How Humans Interpret Topic Models

• Topic specificity: A descriptive metric for algorithm selection and finding the right number of topics

  2024 Natural Language Processing Journal article Computer Science Topic Modeling Open access

  2

  citations
• The Search for Solid Ground in Text as Data: A Systematic Review of Validation Practices and Practical Recommendations for Validation

  2023 Communication Methods and Measures review Social Sciences Computational and Text Analysis Methods Open access

  29

  citations
• The search for solid ground in text as data: A systematic review and practical recommendations for validation

  2023 preprint Social Sciences Computational and Text Analysis Methods Open access

  0

  citations
• Topic Modeling for Interpretable Text Classification From EHRs

  2022 Frontiers in Big Data article Computer Science Machine Learning in Healthcare Open access

  36

  citations
• Topic modeling revisited: New evidence on algorithm performance and quality metrics

  2022 PLoS ONE article Computer Science Topic Modeling Open access cited by 1 patent

  73

  citations
• The explanatory power of citations: a new approach to unpacking impact in science

  2021 Scientometrics article Decision Sciences scientometrics and bibliometrics research Open access

  17

  citations
• A topic network analysis of the system turn in the environmental sciences

  2021 Scientometrics article Decision Sciences scientometrics and bibliometrics research

  6

  citations

7 results