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Lin, Hilton and Evans: TruthfulQA misconception evaluation

Constructed questions designed to expose false answers learned from common human misconceptions and evaluated model answer truthfulness.

What is recorded here?

Constructed questions designed to expose false answers learned from common human misconceptions and evaluated model answer truthfulness.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

This is a benchmark design, not a reliable general truth detector. The original scale-related observations do not imply every larger or later model is less truthful.

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People and systems

Stephanie Lin; Jacob Hilton; Owain Evans

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

Lin, Hilton and Evans: TruthfulQA misconception evaluation

Constructed questions designed to expose false answers learned from common human misconceptions and evaluated model answer truthfulness.

Scientific scope

This is a benchmark design, not a reliable general truth detector. The original scale-related observations do not imply every larger or later model is less truthful.

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

Stephanie Lin; Jacob Hilton; Owain Evans

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.

Original sources