R0051/2026-03-31/Q001/S01/R09¶
Survey of LLM fact-checking and factuality evaluation.
Summary¶
| Field | Value |
|---|---|
| Title | Hallucination to Truth: A Review of Fact-Checking and Factuality Evaluation in Large Language Models |
| URL | https://arxiv.org/html/2508.03860v2 |
| Date accessed | 2026-03-31 |
| Publication date | 2025 |
| Author(s) | Not extracted |
| Publication | arXiv preprint |
Selection Decision¶
Included in evidence base: No
Rationale: Addresses LLM factuality evaluation — a different domain from journalistic/organizational fact-checking epistemology. Does not address evidence evaluation frameworks for human fact-checkers.