Leveraging Graph Structures to Detect Hallucinations in Large Language Models.
Noa NonkesSergei AgaronianEvangelos KanoulasRoxana PetcuPublished in: CoRR (2024)
Keyphrases
- language model
- graph structures
- language modeling
- probabilistic model
- n gram
- graph structure
- retrieval model
- document retrieval
- graph mining
- structured data
- information retrieval
- directed graph
- test collection
- language models for information retrieval
- statistical language models
- smoothing methods
- vector space model
- query expansion
- relevance model
- graph clustering
- data analysis
- data mining techniques