SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models.
Potsawee ManakulAdian LiusieMark J. F. GalesPublished in: EMNLP (2023)
Keyphrases
- black box
- language model
- language modeling
- probabilistic model
- n gram
- black boxes
- document retrieval
- language modelling
- retrieval model
- query expansion
- white box
- speech recognition
- test collection
- statistical language models
- information retrieval
- integration testing
- ad hoc information retrieval
- context sensitive
- language modeling framework
- document ranking
- white box testing
- language models for information retrieval
- relevance model
- vector space model
- test cases
- generative model
- bayesian networks
- query terms
- high level
- learning algorithm