WordGraph: A Python Package for Reconstructing Interactive Causal Graphical Models from Text Data.
Amine FerdjaouiSéverine AffeldtMohamed NadifPublished in: WSDM (2024)
Keyphrases
- graphical models
- text data
- bayesian networks
- text classification
- belief propagation
- text mining
- probabilistic model
- structured data
- high dimensional
- approximate inference
- probabilistic graphical models
- markov networks
- probabilistic inference
- models with hidden variables
- structure learning
- text documents
- conditional independence
- high dimensional data
- possibilistic networks
- web pages
- data sets
- causal relations
- causal networks
- computer vision
- machine learning