Few-shot out-of-scope intent classification: analyzing the robustness of prompt-based learning.
Yiwei JiangMaarten De RaedtJohannes DeleuThomas DemeesterChris DevelderPublished in: Appl. Intell. (2024)
Keyphrases
- supervised learning
- learning algorithm
- learning process
- incremental learning
- statistical learning
- structured output
- text classification
- feature vectors
- prior knowledge
- classification algorithm
- unsupervised learning
- automatic classification
- data sets
- support vector machine
- active learning
- training data
- multi category
- image classification
- bayesian methods
- rule learning
- learning phase
- shot detection
- classification models
- learning tasks
- knowledge acquisition
- training set
- pattern recognition
- decision trees
- feature selection
- machine learning
- neural network