Token Prediction as Implicit Classification for Generative AI Authorship Verification.
Zhanhong YeYutong ZhongZhen HuangLeilei KongPublished in: CLEF (Working Notes) (2024)
Keyphrases
- classification accuracy
- generative model
- text classification
- decision trees
- discriminative learning
- pattern recognition
- machine learning
- artificial intelligence
- decision rules
- automatic classification
- expert systems
- feature selection
- unsupervised learning
- intelligent systems
- prediction accuracy
- classification scheme
- feature vectors
- classification algorithm
- feature extraction
- support vector machine svm
- classification systems
- classification models
- model selection
- image classification
- supervised learning
- ai systems
- preprocessing
- prediction error
- discriminative methods
- neural network
- neural networks and support vector machines
- class labels
- regression model
- benchmark datasets
- training samples
- knowledge based systems
- hidden markov models
- support vector
- training data