The Impact of Training Data on Automated Short Answer Scoring Performance.
Michael HeilmanNitin MadnaniPublished in: BEA@NAACL-HLT (2015)
Keyphrases
- training data
- classification accuracy
- data sets
- high impact
- decision trees
- training examples
- semi automated
- training dataset
- fully automated
- test data
- learning algorithm
- training set
- test set
- class labels
- noisy data
- classification models
- scoring model
- neural network
- answering queries
- automated analysis
- training process
- domain knowledge
- small number
- support vector machine
- real time
- unlabeled data
- data driven