DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining.
Weifeng JiangQianren MaoChenghua LinJianxin LiTing DengWeiyi YangZheng WangPublished in: EMNLP (2023)
Keyphrases
- co training
- student model
- text mining
- semi supervised
- text classification
- unlabeled data
- named entities
- semi supervised learning
- intelligent tutoring systems
- unlabelled data
- student modelling
- student modeling
- learning styles
- labeled data
- tutoring system
- multi view
- information extraction
- small set of labeled
- natural language processing
- concept maps
- unsupervised learning
- labeled examples
- pairwise
- semi supervised learning methods
- knowledge discovery
- supervised learning
- semi supervised learning algorithms
- machine learning
- information retrieval
- email classification
- active learning
- multi view learning
- data analysis
- topic models
- labeled and unlabeled data
- semi supervised classification
- single view
- partially labeled data
- data mining
- gaussian process
- training examples
- d objects
- data sets
- databases
- learning algorithm
- feature selection
- object recognition