Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification.
Lukas WertzJasmina BogojeskaKatsiaryna MirylenkaJonas KuhnPublished in: AACL/IJCNLP (2) (2022)
Keyphrases
- multi label
- text classification
- active learning
- class labels
- pre trained
- multi label classification
- training examples
- text categorization
- labeled data
- image annotation
- graph cuts
- image classification
- binary classification
- feature selection
- training data
- unlabeled data
- machine learning
- naive bayes
- supervised learning
- text mining
- semi supervised
- multi class classification
- cost sensitive
- unsupervised learning
- natural language
- text classifiers
- bag of words
- training set
- prior knowledge
- data sets
- multi modal
- knn
- small number
- low dimensional
- k nearest neighbor