Comprehensive Evaluation of Large Language Models for Topic Modeling.
Tomoki DoiMasaru IsonumaHitomi YanakaPublished in: CoRR (2024)
Keyphrases
- comprehensive evaluation
- language model
- topic modeling
- topic models
- probabilistic model
- language modeling
- information retrieval
- latent dirichlet allocation
- text mining
- document retrieval
- n gram
- text classification
- test collection
- query expansion
- retrieval model
- collaborative filtering
- text documents
- generative model
- pseudo relevance feedback
- vector space model
- multiword
- bag of words
- latent variables
- query terms
- co occurrence
- retrieval effectiveness
- machine learning
- relevance model
- knowledge representation
- pattern recognition
- language models for information retrieval