Translating claims to English and using an LLM to verify which candidate paper actually supports the claim improves scientific claim-source retrieval to an MRR@5 of 0.758 on the CheckThat! 2026 validation set.
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Scientific Claim-Source Retrieval Revisited: A Comparative Study of Style Transfer and Re-Ranking
Translating claims to English and using an LLM to verify which candidate paper actually supports the claim improves scientific claim-source retrieval to an MRR@5 of 0.758 on the CheckThat! 2026 validation set.