Why state-of-the-art deep learning barely works as good as a linear classifier in extreme multi-label text classification.
Mohammadreza QaraeiSujay KhandagaleRohit BabbarPublished in: ESANN (2020)
Keyphrases
- multi label
- deep learning
- linear classifiers
- text classification
- unsupervised learning
- text categorization
- machine learning
- multi label classification
- multi class
- image annotation
- learning tasks
- image classification
- hyperplane
- graph cuts
- bag of words
- text mining
- class labels
- svm classifier
- generalization error
- feature selection
- training data
- semi supervised learning
- support vector machine
- multi task
- neural network
- labeled data
- supervised learning
- pattern recognition
- knn