Joint Modelling of Entities and Relations for Adverse Drug Event Extraction using Knowledge-aware Neural Attentive Deep Learning Models.
Bharath DandalaVenkata JoopudiChing-Huei TsouJennifer J. LiangParthasarathy SuryanarayananPublished in: AMIA (2020)
Keyphrases
- learning models
- event extraction
- learning algorithm
- machine learning
- neural network
- data mining
- knowledge discovery
- prior knowledge
- knowledge base
- learning tasks
- online news
- semi supervised learning
- machine learning algorithms
- loss function
- conditional random fields
- learning problems
- learning process
- artificial neural networks
- object recognition
- dimensionality reduction
- markov random field
- news articles
- reinforcement learning