An LLM ensemble that extracts hallucinated spans and votes on them, followed by fuzzy matching, achieved top ranks in Arabic and Basque at the Mu-SHROOM shared task.
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MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection
An LLM ensemble that extracts hallucinated spans and votes on them, followed by fuzzy matching, achieved top ranks in Arabic and Basque at the Mu-SHROOM shared task.