MAUVE Scores for Generative Models: Theory and Practice.
Krishna PillutlaLang LiuJohn ThickstunSean WelleckSwabha SwayamdiptaRowan ZellersSewoong OhYejin ChoiZaïd HarchaouiPublished in: CoRR (2022)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- prior knowledge
- discriminative models
- em algorithm
- hierarchical hidden markov models
- conditional random fields
- expectation maximization
- semi supervised
- maximum entropy principle
- representational power
- hidden variables
- generative and discriminative models
- higher order
- supervised learning
- object categories
- information extraction
- decision trees
- naive bayes models