Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction.
Pankaj GuptaHinrich SchützeBernt AndrassyPublished in: COLING (2016)
Keyphrases
- recurrent neural networks
- multi task
- relation extraction
- named entities
- named entity recognizer
- information extraction
- automatic extraction
- named entity recognition
- learning tasks
- neural network
- co occurrence
- question answering
- feature selection
- semantic relations
- multi class
- domain specific
- semantic features
- feed forward
- natural language processing
- artificial neural networks
- learning problems
- transfer learning
- text mining
- gaussian processes
- information retrieval
- unsupervised learning
- information gain
- back propagation
- high dimensional
- pairwise
- data analysis
- feature extraction
- knowledge base
- machine learning