Zero-Shot Classification by Logical Reasoning on Natural Language Explanations.
Chi HanHengzhi PeiXinya DuHeng JiPublished in: ACL (Findings) (2023)
Keyphrases
- logical reasoning
- natural language
- machine learning
- classification accuracy
- classification systems
- pattern classification
- classification scheme
- support vector
- support vector machine svm
- databases
- automatic classification
- classification algorithm
- machine learning algorithms
- image classification
- supervised learning
- neural network
- feature vectors
- feature extraction
- natural language processing
- decision trees
- document classification
- classification method
- pattern recognition
- benchmark datasets
- feature space
- text classification
- support vector machine
- decision rules
- classification rules
- preprocessing
- case study
- classification rate
- classification process
- language processing
- formal semantics
- natural language generation
- data sets