Revisiting Automated Topic Model Evaluation with Large Language Models.
Dominik StammbachVilém ZouharAlexander HoyleMrinmaya SachanElliott AshPublished in: EMNLP (2023)
Keyphrases
- language model
- topic models
- probabilistic model
- relevance model
- language modeling
- topic modeling
- latent dirichlet allocation
- language modeling framework
- document retrieval
- n gram
- information retrieval
- mixture model
- generative model
- query expansion
- retrieval model
- test collection
- text documents
- text mining
- co occurrence
- expectation maximization
- graphical models
- language models for information retrieval
- knn
- pseudo relevance feedback
- feature selection
- probabilistic topic models
- pseudo feedback
- data mining