What is recorded here?
Uses consistency across stochastic samples to flag potentially hallucinated sentences, with original BERTScore and MQAG variants for black-box language models.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Zero-resource means no external factual database, not zero compute or no auxiliary models. Original experiment uses20 sampled passages and QA/answerability components; consistently false answers may evade consistency checks. WikiBio denotes person biographies, not biological research.
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People and systems
Potsawee Manakul; Adian Liusie; Mark J. F. Gales
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models
Uses consistency across stochastic samples to flag potentially hallucinated sentences, with original BERTScore and MQAG variants for black-box language models.
Scientific scope
Zero-resource means no external factual database, not zero compute or no auxiliary models. Original experiment uses20 sampled passages and QA/answerability components; consistently false answers may evade consistency checks. WikiBio denotes person biographies, not biological research.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Potsawee Manakul; Adian Liusie; Mark J. F. Gales
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.