A retrieval-based fact checker and a BERT classifier, combined by support vector regression, reach top-10 multilingual hallucination detection in eight of fourteen languages on the Mu-SHROOM shared task.
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TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification
A retrieval-based fact checker and a BERT classifier, combined by support vector regression, reach top-10 multilingual hallucination detection in eight of fourteen languages on the Mu-SHROOM shared task.