Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems.
Mrinmaya SachanKumar Avinava DubeyTom M. MitchellDan RothEric P. XingPublished in: NeurIPS (2018)
Keyphrases
- domain knowledge
- statistical analysis
- prior knowledge
- data sets
- prior domain knowledge
- application domains
- missing data
- data mining applications
- background knowledge
- input data
- data collection
- learning tasks
- spatial data
- high dimensional data
- learning algorithm
- data points
- probability distribution
- elementary school
- reinforcement learning
- active learning
- database
- learning systems
- big data
- human experts
- mobile learning
- learning process
- image data
- data sources
- computer science