A three-stage pipeline with bilingual claims, metadata-enhanced sources, and verification-based LLM re-ranking reaches 0.7628 average MRR@5 and ranks first on CheckThat! 2026 Task 1.
Title resolution pending
1 Pith paper cite this work, alongside 1 external citations. Polarity classification is still indexing.
1
Pith paper citing it
1
external citations · external index
fields
cs.IR 1years
2026 1verdicts
ACCEPT 1representative citing papers
citing papers explorer
-
Claim2Source at CheckThat! 2026: Improving Multilingual Scientific Claim-Source Retrieval with Verification-based Re-Ranking
A three-stage pipeline with bilingual claims, metadata-enhanced sources, and verification-based LLM re-ranking reaches 0.7628 average MRR@5 and ranks first on CheckThat! 2026 Task 1.