Multilingual NLP

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.

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.

AI Research Intern - MyFi by TIFIN

Led multilingual expansion of financial advisory app, solving Hinglish challenges and developing specialized financial information parsers published on Hugging Face.