Extracting Positive Mentions of Adverse Drug Reactions from Product Labels using a Machine Learning Centric Approach.
Rave HarpazWilliam DuMouchelPublished in: TAC (2017)
Keyphrases
- machine learning
- positive or negative
- positive and negative
- artificial intelligence
- explanation based learning
- machine learning methods
- learning algorithm
- learning systems
- computer vision
- pairwise
- text classification
- machine learning algorithms
- decision trees
- signal detection
- inductive logic programming
- pattern recognition
- life cycle
- data mining
- natural language processing
- relation extraction
- product design
- class labels
- information extraction
- knowledge acquisition
- data analysis
- natural language
- feature selection
- adverse drug reactions
- coreference resolution
- product development
- training examples
- reference resolution
- user centric
- automatic extraction
- transfer learning
- data fusion
- data sets
- active learning
- reinforcement learning
- training data
- databases