Reverse Active Learning for Optimising Information Extraction Training Production.
Dung NguyenJon David PatrickPublished in: Australasian Conference on Artificial Intelligence (2012)
Keyphrases
- active learning
- information extraction
- training examples
- training set
- supervised learning
- machine learning
- annotation effort
- training process
- text mining
- precision and recall
- batch mode
- production system
- free text
- random sampling
- online learning
- web mining
- sample selection
- semi structured
- named entity recognition
- relevance feedback
- cost sensitive
- data sets
- question answering
- natural language processing
- production planning
- semi supervised
- information retrieval
- pool based active learning
- word sense disambiguation
- experimental design
- textual data
- training phase
- multi class
- active learner