Soft-Supervised Learning for Text Classification.
Amarnag SubramanyaJeff A. BilmesPublished in: EMNLP (2008)
Keyphrases
- text classification
- supervised learning
- unsupervised learning
- machine learning
- labeled data
- unlabeled data
- text categorization
- labeled training data
- bag of words
- feature selection
- text mining
- naive bayes
- n gram
- training data
- learning algorithm
- text classifiers
- text documents
- text data
- co training
- document classification
- knn
- statistical learning
- learning tasks
- semi supervised
- training samples
- reinforcement learning
- class labels
- multi label
- sentiment analysis
- semi supervised learning
- transfer learning
- training examples
- active learning
- data cleaning
- supervised machine learning
- semantic features
- text classification tasks
- multiple instance learning
- training set
- data mining
- information theoretic
- artificial intelligence
- neural network
- database