A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection.
Shiping YangRenliang SunXiaojun WanPublished in: EMNLP (Findings) (2023)
Keyphrases
- detection method
- cost function
- synthetic data
- experimental evaluation
- high accuracy
- segmentation method
- pairwise
- optimization algorithm
- object detection
- quantitative evaluation
- false positives
- model selection
- edge detection
- computer vision
- probabilistic model
- significant improvement
- object recognition
- natural language
- objective function
- high quality