Automated Essay Scoring via Pairwise Contrastive Regression.
Jiayi XieKaiwei CaiLi KongJunsheng ZhouWeiguang QuPublished in: COLING (2022)
Keyphrases
- pairwise
- regression model
- semi automated
- model selection
- markov random field
- belief propagation
- high order
- similarity measure
- data driven
- multi class
- fully automated
- regression analysis
- support vector
- pairwise interactions
- support vector regression
- learning algorithm
- linear regression
- statistical significance
- similarity function
- simple linear
- ridge regression
- graphical models
- higher order
- training data
- point sets
- loss function
- semi supervised
- active learning
- high dimensional
- regression problems
- automated analysis
- decision trees
- pairwise comparison
- feature selection
- database