SAC³: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency.
Jiaxin ZhangZhuohang LiKamalika DasBradley A. MalinKumar SricharanPublished in: EMNLP (Findings) (2023)
Keyphrases
- spoken term detection
- black box
- language model
- black boxes
- language modeling
- probabilistic model
- white box
- information retrieval
- n gram
- integration testing
- query expansion
- document retrieval
- white box testing
- language modelling
- test cases
- speech recognition
- query terms
- vector space model
- retrieval model
- statistical language models
- test collection
- context sensitive
- arc consistency
- document ranking
- smoothing methods
- learning algorithm