TIFIN India at SemEval-2025: Harnessing Translation to Overcome Multilingual IR Challenges in Fact-Checked Claim Retrieval
This paper presents TIFIN India’s solution for SemEval-2025 Task 1, demonstrating how LLM-based translation can effectively overcome multilingual information retrieval challenges in fact-checking systems while maintaining efficiency on consumer hardware.