Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition.
Floris den HengstRalf WolterPatrick AltmeyerArda KayganPublished in: CoRR (2024)
Keyphrases
- pattern recognition
- feature extraction
- automatic recognition
- correct recognition
- recognition accuracy
- pattern classification
- accurate classification
- handwritten digits
- object recognition
- support vector machine svm
- recognition rate
- classification method
- low error rates
- object classification
- classification algorithm
- benchmark datasets
- image classification
- classification accuracy
- feature space
- text classification
- machine learning
- high accuracy
- recognition process
- classification process
- classification rules
- support vector
- automatic classification
- model selection
- robust detection
- high recognition rate
- classification scheme
- classification models
- search queries
- recognition algorithm
- activity recognition
- high quality
- data sets
- face recognition
- decision trees
- user intent
- support vector machine
- computationally efficient
- human recognition
- pattern recognition tasks
- unsupervised learning
- neural network