Comparative Study of CNN and RNN for Natural Language Processing.
Wenpeng YinKatharina KannMo YuHinrich SchützePublished in: CoRR (2017)
Keyphrases
- comparative study
- natural language processing
- recurrent neural networks
- nearest neighbor
- cellular neural networks
- information extraction
- natural language
- knowledge representation
- text mining
- computational linguistics
- machine learning
- semantic analysis
- named entity recognition
- artificial intelligence
- word sense disambiguation
- computational biology
- free text
- convolutional neural network
- text processing
- neural network
- feature engineering
- semantic relations
- sentiment analysis
- machine translation
- part of speech
- textual data
- ontology learning
- feed forward
- named entities
- conditional random fields
- structured data
- question answering
- wordnet
- training set
- image segmentation
- genetic algorithm