Spectral Learning Algorithms for Natural Language Processing.
Shay B. CohenMichael CollinsDean P. FosterKarl StratosLyle H. UngarPublished in: HLT-NAACL (2013)
Keyphrases
- natural language processing
- learning algorithm
- machine learning
- machine learning algorithms
- information extraction
- natural language
- wordnet
- computational linguistics
- semantic analysis
- language processing
- text mining
- computational biology
- named entity recognition
- learning process
- learning problems
- semantic relations
- knowledge representation
- text summarization
- training data
- artificial intelligence
- text processing
- question answering
- transfer learning
- back propagation
- spectral images
- named entities
- free text
- deep architectures
- learning scheme
- textual data
- active learning
- artificial neural networks
- hyperspectral images
- decision tree learning
- reinforcement learning
- field of natural language processing
- feature engineering
- hyperspectral imagery
- spectral analysis
- membership queries
- learning rate
- text classification
- expert systems
- information retrieval