Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function.
Devendra Singh SachanManzil ZaheerRuslan SalakhutdinovPublished in: AAAI (2019)
Keyphrases
- text classification
- semi supervised
- objective function
- labeled data
- unlabeled data
- co training
- labeled and unlabeled data
- bag of words
- semi supervised learning
- text categorization
- naive bayes
- labeled examples
- social networks
- data cleaning
- n gram
- optimal solution
- supervised learning
- text documents
- partially labeled
- multi label
- text mining
- cost function
- unsupervised learning
- optimization problems
- feasible solution
- semantic features
- semi supervised classification
- rough sets
- knn
- graph cuts
- constrained optimization
- active learning
- lower bound
- image classification
- pairwise constraints
- neural network