The Benefits of Label-Description Training for Zero-Shot Text Classification.
Lingyu GaoDebanjan GhoshKevin GimpelPublished in: EMNLP (2023)
Keyphrases
- text classification
- multi label
- text classifiers
- text categorization
- text classification tasks
- labeled training data
- training corpus
- text mining
- labeled data
- naive bayes
- feature selection
- text data
- machine learning
- labeling effort
- training process
- document classification
- n gram
- supervised learning
- unlabeled data
- image classification
- semantic features
- training set
- multi label classification
- high level
- action recognition
- sentiment analysis
- data cleaning
- keywords
- partially labeled
- information retrieval
- data sets