Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings.
Hwiyeol JoCeyda CinarelPublished in: EMNLP/IJCNLP (1) (2019)
Keyphrases
- text classification
- semi supervised
- n gram
- training corpus
- unlabeled data
- labeled data
- co training
- supervised learning
- manifold learning
- bag of words
- text categorization
- semi supervised learning
- labeled training data
- training examples
- text classifiers
- training process
- multi label
- data cleaning
- labeled examples
- text classification tasks
- term frequency
- text documents
- pairwise
- pairwise constraints
- labeled and unlabeled data
- unsupervised learning
- dimensionality reduction
- knowledge discovery