What is recorded here?
Combines LongFact long-form prompts, search-augmented atomic-fact evaluation and F1-at-K using a preferred supported-fact count as a recall surrogate.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The method builds on earlier atomic-claim decomposition. Search results and judge outputs remain fallible; the preferred-length parameter is not exhaustive factual recall. Annotator comparisons concern a sampled disagreement reannotation with different access to sources. Reported search/API costs are historical experiment costs.
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People and systems
Jerry Wei; Chengrun Yang; Xinying Song; Yifeng Lu; Nathan Hu; Dustin Tran; Daiyi Peng; Ruibo Liu; Da Huang; Cosmo Du; Quoc V. Le
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
Long-form factuality in large language models
Combines LongFact long-form prompts, search-augmented atomic-fact evaluation and F1-at-K using a preferred supported-fact count as a recall surrogate.
Scientific scope
The method builds on earlier atomic-claim decomposition. Search results and judge outputs remain fallible; the preferred-length parameter is not exhaustive factual recall. Annotator comparisons concern a sampled disagreement reannotation with different access to sources. Reported search/API costs are historical experiment costs.
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
Jerry Wei; Chengrun Yang; Xinying Song; Yifeng Lu; Nathan Hu; Dustin Tran; Daiyi Peng; Ruibo Liu; Da Huang; Cosmo Du; Quoc V. Le
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.