A Large Scale Evaluation of Distributional Semantic Models: Parameters, Interactions and Model Selection.
Gabriella LapesaStefan EvertPublished in: Trans. Assoc. Comput. Linguistics (2014)
Keyphrases
- model selection
- parameter estimation
- semantic models
- hyperparameters
- cross validation
- parameter determination
- marginal likelihood
- statistical learning
- machine learning
- selection criterion
- mixture model
- variable selection
- feature selection
- model selection criteria
- maximum likelihood
- co occurrence
- semantic information
- classification accuracy
- bayesian information criterion
- information retrieval