Fine-tuned compact models achieve strong multilingual performance and large efficiency gains over LLMs on production data from 114 languages for claim detection and 28 for veracity prediction.
Factcheck-bench: Fine-grained evaluation benchmark for automatic fact-checkers,
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Multilingual Fact-Checking at Scale: Fine-Tuned Compact Models vs LLMs
Fine-tuned compact models achieve strong multilingual performance and large efficiency gains over LLMs on production data from 114 languages for claim detection and 28 for veracity prediction.