Efficient Hyper-parameter Optimization for NLP Applications

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Knowledge Triples

Source Entity	Relationship	Target Entity
Bayesian Optimization Method	evaluatedAgainst	Multi-Stage Hyperparameter Optimization Method
Classification Task Task	appliedIn	Bayesian Optimization Method
Multi-Stage Hyperparameter Optimization Method	addresses	HyperparameterOptimization Method
Multi-Stage Hyperparameter Optimization Method	comparesWith	Sequential Bayesian Optimization Method
Prediction Task Task	appliedIn	Bayesian Optimization Method
Sequential Bayesian Optimization Method	solves	HyperparameterOptimization Method