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fire

A lightweight, agent-style framework for fact-checking atomic claims using iterative retrieval and verification. Reduces LLM and search cost while maintaining strong factuality performance.

factchecking factuality framework hallucination-detection llm llm-agent retrieval verification

Creat：2024-10-16T20:43:07

Update：2025-06-04T20:44:33

https://aclanthology.org/2025.findings-naacl.158/

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