A Comparison of SVM against Pre-trained Language Models (PLMs) for Text Classification Tasks.
Yasmen WahbaNazim H. MadhavjiJohn SteinbacherPublished in: CoRR (2022)
Keyphrases
- language model
- text classification tasks
- pre trained
- text classification
- bag of words
- n gram
- language modeling
- text classifiers
- retrieval model
- information retrieval
- speech recognition
- probabilistic model
- training data
- support vector
- document retrieval
- active learning
- query expansion
- support vector machine svm
- text categorization
- sentiment classification
- support vector machine
- feature selection
- test collection
- knn
- text collections
- machine learning
- document classification
- data sets
- training examples
- text mining
- training set
- svm classifier
- text data
- naive bayes