An LP-based hyperparameter optimization model for language modeling.
Amir Hossein Akhavan RahnamaMehdi TolooNezer Jacob ZaidenbergPublished in: J. Supercomput. (2018)
Keyphrases
- optimization model
- language modeling
- language model
- information retrieval
- retrieval model
- query expansion
- n gram
- optimization process
- cross lingual
- probabilistic model
- statistical language models
- model selection
- hyperparameters
- maximum a posteriori
- text classification
- document retrieval
- sentence retrieval
- objective function
- translation model
- relevance model
- comparable corpora
- statistical language modeling
- retrieval effectiveness
- test collection
- information retrieval systems
- text mining
- optimal solution
- search engine