TIFIN at CheckThat! 2025: Reasoning-Guided Claim Normalization for Noisy Multilingual Social Media Posts
This paper presents TIFIN’s solution for CheckThat! Lab CLEF 2025 Task 2, demonstrating how systematic decomposition using Who, What, Where, When, Why and How questions enables robust cross-lingual transfer for transforming noisy social media posts into clear, verifiable statements.