A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation.

Bairu Hou Yang Zhang Jacob Andreas Shiyu Chang

Published in: CoRR (2024)

Keyphrases

probabilistic model
tree structure
detection algorithm
theoretical framework
false alarms
probabilistic formulation
high quality
object detection
low resolution
main contribution
hierarchical structure
automatic detection