Token Prediction as Implicit Classification to Identify LLM-Generated Text.
Yutian ChenHao KangVivian ZhaiLiangze LiRita SinghBhiksha RajPublished in: CoRR (2023)
Keyphrases
- supervised machine learning
- classification accuracy
- machine learning
- text classification
- prediction accuracy
- pattern recognition
- support vector machine svm
- classification method
- classification systems
- feature vectors
- text retrieval
- feature selection
- text documents
- prediction model
- semantic information
- database
- information retrieval
- automatically generated
- benchmark datasets
- pattern classification
- text mining
- support vector machine
- automatic classification
- support vector
- feature extraction
- decision trees
- nearest neighbour algorithm
- classification scheme
- image classification
- classification rules
- training set
- preprocessing
- training data
- learning algorithm
- data mining