SDF-NN: A Deep Neural Network with Semantic Dropping and Fusion for Natural Language Inference.
Ludan TanChangjian WangQin LvYuxing PengMinghao HuXiang ZhaoZhen HuangPublished in: ICTAI (2017)
Keyphrases
- neural network
- natural language
- semantic analysis
- back propagation
- neural network model
- semantic representation
- artificial neural networks
- natural language understanding
- semantic interpretation
- data fusion
- natural language interface
- linguistic analysis
- natural language processing
- natural language sentences
- backpropagation neural network
- feed forward
- adaptive neural
- multi layer
- conceptual graphs
- information fusion
- knowledge representation
- knn
- information extraction
- neural network training
- bp neural network
- multi layer perceptron
- syntactic structures
- feedforward neural networks
- genetic algorithm
- natural language text
- semantic web
- machine learning
- feed forward neural networks
- network architecture
- training algorithm
- belief networks
- recurrent neural networks
- multilayer perceptron
- activation function
- question answering
- nearest neighbor
- fuzzy logic
- domain ontology
- belief nets
- neural network is trained
- weight update
- expert systems
- semantic information
- semantic similarity
- bp algorithm
- fuzzy neural network