OUTFOX: LLM-generated Essay Detection through In-context Learning with Adversarially Generated Examples.
Ryuto KoikeMasahiro KanekoNaoaki OkazakiPublished in: CoRR (2023)
Keyphrases
- learning process
- supervised learning
- learning models
- learning algorithm
- automatically generated
- learning problems
- active learning
- knowledge acquisition
- training examples
- learning systems
- learning contexts
- negative examples
- computer programming
- positive examples
- inductive inference
- learning scheme
- learning analytics
- inductive learning
- detection rate
- false positives
- online learning
- training set
- reinforcement learning