Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing.
K. M. AnnervazSomnath Basu Roy ChowdhuryAmbedkar DukkipatiPublished in: NAACL-HLT (2018)
Keyphrases
- neural network
- learning systems
- natural language processing
- knowledge acquisition
- machine learning
- learning process
- prior knowledge
- learning algorithm
- active learning
- human experts
- knowledge representation
- background knowledge
- pattern recognition
- knowledge base
- online learning
- artificial intelligence
- learned knowledge
- learning rules
- unsupervised learning
- co occurrence
- expert systems
- supervised learning
- learning tasks
- domain knowledge
- knowledge transfer
- reinforcement learning
- knowledge level
- feedforward neural networks
- procedural knowledge