Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models.
Qinyuan YeMadian KhabsaMike LewisSinong WangXiang RenAaron JaechPublished in: NAACL-HLT (2022)
Keyphrases
- student model
- text classification
- intelligent tutoring systems
- student modelling
- student modeling
- tutoring system
- learning styles
- text categorization
- bag of words
- feature selection
- concept maps
- machine learning
- constraint based modeling
- data cleaning
- text mining
- multi label
- n gram
- semantic features
- knn
- text classifiers
- computer based learning environments
- high dimensional
- student interaction
- knowledge acquisition
- feature reduction
- information retrieval
- neural network
- automatic text classification