Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM.
Ruohong ZhangYau-Shian WangYiming YangPublished in: EACL (1) (2024)
Keyphrases
- text classification
- co training
- bag of words
- feature selection
- naive bayes
- text categorization
- labeled data
- sentiment analysis
- text mining
- n gram
- text data
- knn
- multimedia
- data driven
- cost sensitive
- machine learning
- semi supervised learning
- semantic features
- multi label
- generation process
- data cleaning
- unlabeled data
- online learning
- databases
- unsupervised learning
- semi supervised
- instructional design
- training set
- data analysis
- natural language
- learning algorithm
- instruction set