An LP-based hyperparameter optimization model for language modeling.
Amir Hossein Akhavan RahnamaMehdi TolooNezer Jacob ZaidenbergPublished in: CoRR (2018)
Keyphrases
- optimization model
- language modeling
- language model
- information retrieval
- query expansion
- optimization process
- retrieval model
- cross lingual
- probabilistic model
- n gram
- model selection
- objective function
- optimal solution
- mixture model
- hyperparameters
- translation model
- statistical language models
- document retrieval
- text classification
- knowledge discovery
- statistical language modeling
- retrieval effectiveness
- maximum a posteriori
- retrieval systems
- test collection
- word segmentation