midNLP
What is topic modeling?
Updated May 17, 2026
Short answer
Topic modeling discovers hidden themes in text data.
Deep explanation
Techniques like LDA identify word distributions representing latent topics in document collections.
Real-world example
News categorization systems.
Common mistakes
- Assuming topics are manually labeled.
Follow-up questions
- What is LDA?
- How to evaluate topics?