Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System.
Congying XiaWenpeng YinYihao FengPhilip S. YuPublished in: NAACL-HLT (2021)
Keyphrases
- text classification
- text classification tasks
- text categorization
- bag of words
- text mining
- benchmark datasets
- feature selection
- naive bayes
- data cleaning
- text classifiers
- database
- video sequences
- text data
- incremental learning
- multi label
- video content
- image classification
- labeled data
- class labels
- knn
- unlabeled data
- video shots
- training dataset
- semantic features
- visual features
- information extraction