Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System.
Congying XiaWenpeng YinYihao FengPhilip S. YuPublished in: CoRR (2021)
Keyphrases
- text classification
- text classification tasks
- bag of words
- labeled data
- feature selection
- text categorization
- multi label
- video sequences
- text documents
- text mining
- benchmark datasets
- text classifiers
- video data
- n gram
- shot boundary detection
- machine learning
- incremental learning
- unlabeled data
- detection algorithm
- class labels
- knn
- data cleaning
- video content
- data mining
- semantic features
- video shots
- key frames
- information theoretic
- learning algorithm
- feature extraction
- database