Chainpoll: A high efficacy method for LLM hallucination detection.
Robert FrielAtindriyo SanyalPublished in: CoRR (2023)
Keyphrases
- detection method
- detection algorithm
- high accuracy
- high precision
- high efficiency
- objective function
- false positive rate
- support vector machine svm
- computational cost
- dynamic programming
- similarity measure
- experimental evaluation
- knn
- object detection
- input data
- theoretical analysis
- cost function
- multiscale
- synthetic data
- segmentation method
- image processing
- automatic detection
- feature selection
- data sets