Parameter-Efficient Tuning Makes a Good Classification Head.
Zhuoyi YangMing DingYanhui GuoQingsong LvJie TangPublished in: EMNLP (2022)
Keyphrases
- classification accuracy
- feature selection
- classification scheme
- automatic classification
- parameter settings
- classification algorithm
- machine learning
- benchmark datasets
- computationally efficient
- image classification
- supervised learning
- real time
- decision trees
- preprocessing
- feature vectors
- feature extraction
- computationally expensive
- support vector
- feature space
- cross validation
- svm classifier
- classification method
- naive bayes
- pattern classification
- unsupervised learning
- model selection
- classification rate
- parameter tuning
- classification systems