Smash at SemEval-2020 Task 7: Optimizing the Hyperparameters of ERNIE 2.0 for Humor Ranking and Rating.
J. A. MeaneySteven R. WilsonWalid MagdyPublished in: SemEval@COLING (2020)
Keyphrases
- hyperparameters
- model selection
- cross validation
- bayesian inference
- closed form
- support vector
- random sampling
- prior information
- em algorithm
- gaussian process
- sample size
- bayesian framework
- maximum likelihood
- noise level
- incremental learning
- gaussian processes
- maximum a posteriori
- incomplete data
- regularization parameter
- hierarchical architecture
- missing values
- expectation maximization
- parameter space
- machine learning
- active learning
- feature vectors
- pairwise
- grid search