SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection

Elisei Rykov, Valerii Olisov, Maksim Savkin, Artem Vazhentsev, Kseniia Titova, Alexander Panchenko, Vasily Konovalov, Julia Belikova. SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection. In Sara Rosenthal, Aiala Rosá, Debanjan Ghosh, Marcos Zampieri, editors, Proceedings of the 19th International Workshop on Semantic Evaluation, SemEval@ACL 2025, Vienna, Austria, July 31 - August 1, 2025. pages 1034-1045, Association for Computational Linguistics, 2025. [doi]

Authors

Elisei Rykov

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Valerii Olisov

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Maksim Savkin

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Artem Vazhentsev

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Kseniia Titova

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Alexander Panchenko

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Vasily Konovalov

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Julia Belikova

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