Improving Gradient Trade-offs between Tasks in Multi-task Text Classification.
Heyan ChaiJinhao CuiYe WangMin ZhangBinxing FangQing LiaoPublished in: ACL (1) (2023)
Keyphrases
- multi task
- text classification
- multi task learning
- feature selection
- trade off
- transfer learning
- multiple tasks
- multitask learning
- learning tasks
- multi class
- learning problems
- text categorization
- multi label
- gaussian processes
- machine learning
- bag of words
- labeled data
- text mining
- naive bayes
- information gain
- feature space
- sparse learning
- image classification
- pairwise
- decision trees
- information retrieval
- data sets