Exploring Hyper-Parameter Optimization for Neural Machine Translation on GPU Architectures.
Robert V. LimKenneth HeafieldHieu HoangMark BriersAllen D. MalonyPublished in: CoRR (2018)
Keyphrases
- machine translation
- parameter optimization
- genetic algorithm
- genetic algorithm ga
- differential evolution
- language independent
- cross lingual
- natural language processing
- information extraction
- parameter estimation
- parameter settings
- neural network
- cross language information retrieval
- real time
- statistical machine translation
- target language
- word alignment
- natural language
- pid controller
- chinese english
- word level
- language resources
- machine translation system
- parameter values
- artificial intelligence
- feature selection
- hyperparameters
- knowledge base
- pairwise
- prior knowledge
- optimization algorithm