DEPART: DEcomposing PARiTy across Multilingual LLMs
Published in EMNLP 2026 (Findings), 2026
A framework for decomposing the sources of cross-lingual performance gaps in multilingual LLMs.
Publications
You can also find my articles on my Google Scholar profile.
Conference Papers
The Role of Synthetic Data in Multilingual, Multicultural AI Systems: Lessons from Indic Languages
Published in ACL 2026, 2026
Developed UPDESH, a 9.5 million-sample culturally grounded synthetic instruction dataset across 13 Indic languages.
Garuda: An Indian Agricultural LLM and Krishi Saathi Advisory Chatbot
Published in Workshop on Open-Source AI for Mainstream Use at AAAI 2025, 2025
An Indian Agricultural LLM and Krishi Saathi Advisory Chatbot.