SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains.
Koustava GoswamiLukas LangeJun ArakiHeike AdelPublished in: EACL (2023)
Keyphrases
- domain specific
- supervised learning
- learning process
- learning algorithm
- decision trees
- pattern recognition
- learning systems
- structured output
- learning phase
- incremental learning
- unsupervised learning
- discriminative learning
- domain independent
- resource allocation
- real world
- general purpose
- classification accuracy
- classification method
- machine learning
- feature extraction
- complex domains
- classification scheme
- training data
- learning problems
- machine learning methods
- online learning
- multi class
- class labels
- benchmark datasets
- support vector machine svm
- training samples
- neural network
- model selection
- knowledge acquisition