Out-of-Distribution Generalization in Text Classification: Past, Present, and Future.
Linyi YangYaoxiao SongXuan RenChenyang LyuYidong WangLingqiao LiuJindong WangJennifer FosterYue ZhangPublished in: CoRR (2023)
Keyphrases
- text classification
- text categorization
- long term
- text mining
- bag of words
- document classification
- data cleaning
- sentiment analysis
- machine learning
- feature selection
- naive bayes
- text classifiers
- spatial distribution
- data distribution
- multi label
- real world
- labeled data
- n gram
- information extraction
- historical information
- database
- text classification tasks
- power law
- gaussian distribution
- image classification
- probability distribution
- neural network
- databases
- data sets