Using Conditional Random Fields with Constraints to Train Support Vector Machines - Locating and Parsing Bibliographic References.
Sebastian LindnerPublished in: KDIR/KMIS (2013)
Keyphrases
- support vector
- learning machines
- constraint satisfaction
- large margin classifiers
- generalization ability
- support vector machine
- natural language
- logistic regression
- cross validation
- classification accuracy
- dependency parsing
- loss function
- radial basis function
- constrained optimization
- kernel function
- svm classifier
- digital libraries
- linear constraints
- learning algorithm