Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text.
Abhimanyu HansAvi SchwarzschildValeriia CherepanovaHamid KazemiAniruddha SahaMicah GoldblumJonas GeipingTom GoldsteinPublished in: CoRR (2024)
Keyphrases
- detection method
- false positives
- object detection
- text mining
- document analysis
- automatic detection
- database
- information retrieval
- human generated
- neural network
- manually constructed
- detection accuracy
- false alarms
- text retrieval
- detection rate
- detection algorithm
- keywords
- flowshop
- free text
- text documents
- anomaly detection