Fast Compression and Optimization of Deep Learning Models for Natural Language Processing.
Marcin PietronMichal KarwatowskiMaciej WielgoszJerzy DudaPublished in: CANDAR Workshops (2019)
Keyphrases
- learning models
- machine learning
- natural language processing
- learning tasks
- semi supervised learning
- learning algorithm
- loss function
- machine learning algorithms
- information extraction
- text mining
- optimization algorithm
- learning problems
- conditional random fields
- machine learning models
- classification models
- optimization method
- natural language
- learning paradigms
- knowledge representation
- data sets
- higher order
- artificial neural networks
- genetic algorithm
- object recognition