Cascade de CRFs et SVM pour la détection de références bibliographiques diffuses dans les articles scientifiques.
Anaïs OllagnierSébastien FournierPatrice BellotPublished in: CORIA-CIFED (2016)
Keyphrases
- conditional random fields
- support vector machine svm
- support vector
- support vector machine
- max margin
- higher order
- knn
- feature selection
- structured output
- multi class
- information extraction
- named entity recognition
- training data
- svm classifier
- svm classification
- probabilistic model
- hyperplane
- multi class classification
- kernel function
- graphical models
- machine learning
- sequence labeling
- fully connected
- decision function
- maximum margin
- object detectors
- max margin learning
- generalization ability
- binary classification
- classification algorithm
- object recognition
- hidden markov models
- semantic segmentation
- web page prediction
- feature vectors
- training set
- feature space
- online news
- discriminative models
- k nearest neighbor
- feature extraction
- pattern recognition
- structured prediction
- multiple kernel learning
- kernel methods
- maximum entropy