LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models.
Xiaohao YangHe ZhaoDinh Q. PhungWray L. BuntineLan DuPublished in: CoRR (2024)
Keyphrases
- language model
- topic models
- probabilistic model
- relevance model
- language modeling
- latent dirichlet allocation
- topic modeling
- language modeling framework
- retrieval model
- n gram
- text documents
- document retrieval
- mixture model
- latent topics
- generative model
- query expansion
- language models for information retrieval
- information retrieval
- test collection
- pseudo relevance feedback
- query terms
- ad hoc retrieval
- smoothing methods
- latent topic models
- vector space model
- co occurrence
- probabilistic topic models