Improving the TENOR of Labeling: Re-evaluating Topic Models for Content Analysis.
Zongxia LiAndrew MaoDaniel StephensPranav GoelEmily WalpoleAlden DimaJuan FungJordan L. Boyd-GraberPublished in: EACL (1) (2024)
Keyphrases
- content analysis
- topic models
- topic modeling
- latent dirichlet allocation
- probabilistic model
- generative model
- latent topics
- text mining
- collaborative learning
- text documents
- latent variables
- computer supported collaborative learning
- online discussion
- co occurrence
- video content
- latent topic models
- active learning
- discussion forums
- image segmentation
- natural language
- text corpora
- hierarchical bayesian model
- learning algorithm