All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass.
Jiaxin HuangTianqi LiuJialu LiuÁdám D. LelkesCong YuJiawei HanPublished in: CoRR (2022)
Keyphrases
- multi task
- efficient inference
- text classification
- feature selection
- transfer learning
- probabilistic inference
- learning tasks
- text categorization
- naive bayes
- markov random field
- machine learning
- gaussian processes
- structured prediction
- maximum margin
- conditional random fields
- text mining
- multi class
- exact inference
- multi label
- approximate inference
- information gain
- knn
- hidden variables
- graph structure
- learning problems
- labeled data
- linear models
- unlabeled data
- graphical models
- factor graphs
- markov networks
- multiple kernel learning
- message passing
- support vector
- learning experience
- model selection
- pairwise
- high order