CSMAD: Hallucination Detection via Multi-Agent Debate with NLI-Verified Contradictory Statements

Swapnil Gupta, Akshay Verma, Khushi Gupta, Prateek Sircar, Deepak Gupta. CSMAD: Hallucination Detection via Multi-Agent Debate with NLI-Verified Contradictory Statements. In Alistair Moffat, Falk Scholer, Hannah Bast, Marc Najork, Min Zhang 0006, editors, Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026. pages 4627-4632, ACM, 2026. [doi]

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