Label-Efficient Model Selection for Text Generation.
Shir Ashury-TahanBenjamin SznajderLeshem ChoshenLiat Ein-DorEyal ShnarchAriel GeraPublished in: CoRR (2024)
Keyphrases
- model selection
- cross validation
- hyperparameters
- text generation
- sample size
- parameter estimation
- statistical learning
- bayesian learning
- regression model
- machine learning
- gaussian process
- variable selection
- error estimation
- feature selection
- natural language generation
- information criterion
- model selection criteria
- generalization error
- prior knowledge
- bayesian methods
- statistical inference
- mixture model
- generalization bounds
- active learning
- marginal likelihood
- parameter determination
- artificial intelligence
- data mining
- bayesian model selection