Classification of Human- and AI-Generated Texts: Investigating Features for ChatGPT.
Lorenz MindnerTim SchlippeKristina SchaaffPublished in: CoRR (2023)
Keyphrases
- classification accuracy
- feature set
- feature vectors
- feature extraction
- classification process
- classification models
- classification method
- feature space
- feature construction
- feature analysis
- artificial intelligence
- extracted features
- svm classifier
- class labels
- support vector machine svm
- benchmark datasets
- extracting features
- machine learning
- features extraction
- pattern classification
- feature representation
- human generated
- feature selection
- image features
- classification algorithm
- expert systems
- classification scheme
- decision trees
- discriminative features
- support vector machine
- image classification
- text documents
- highly discriminative
- feature extraction and classification
- feature reduction
- text classification
- human intelligence
- natural language generation
- feature values
- multiple features
- supervised learning
- training set
- low level
- high dimensionality