Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs.
Jannik KossenJiatong HanMuhammed RazzakLisa SchutShreshth A. MalikYarin GalPublished in: CoRR (2024)
Keyphrases
- robust detection
- automatic detection
- detection algorithm
- information theoretic
- reliable detection
- semantic web
- detection method
- generalized hough transform
- partial occlusion
- false positives
- semantic information
- object detection
- natural language
- landmark detection
- semantic description
- facial images
- semantic representation
- detection accuracy
- semantic analysis
- false alarms
- information theory
- semantic network
- neural network
- detection rate
- image processing
- computer vision