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

@inproceedings{gupta-2026-csmad, author = {Swapnil Gupta and Akshay Verma and Khushi Gupta and Prateek Sircar and Deepak Gupta}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{CSMAD: Hallucination Detection via Multi-Agent Debate with NLI-Verified Contradictory Statements}}, booktitle = {{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}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808508}, doi = {https://doi.org/10.1145/3805712.3808508} }