Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing.
K. M. AnnervazSomnath Basu Roy ChowdhuryAmbedkar DukkipatiPublished in: CoRR (2018)
Keyphrases
- neural network
- learning systems
- knowledge acquisition
- natural language processing
- learning algorithm
- knowledge transfer
- prior knowledge
- knowledge representation
- machine learning
- knowledge base
- learning process
- neural nets
- domain knowledge
- training process
- learning tasks
- background knowledge
- knowledge level
- information extraction
- subject matter
- active learning
- artificial neural networks
- learning rules
- acquire knowledge
- graph structure
- directed graph
- online learning
- knowledge discovery
- artificial intelligence