3 papers
cs.CL2025
Intent Aware Context Retrieval for Multi-Turn Agricultural Question Answering
Abhay Vijayvargia, Ajay Nagpal, Kundeshwar Pundalik +5
Indian farmers often lack timely, accessible, and language-friendly agricultural advice, especially in rural areas with low literacy. To address this gap in accessibility, this pap…
cs.CL2025
PARAM-1 BharatGen 2.9B Model
Kundeshwar Pundalik, Piyush Sawarkar, Nihar Sahoo +19
Large Language Models (LLMs) have emerged as powerful general-purpose reasoning systems, yet their development remains dominated by English-centric data, architectures, and optimiz…
cs.LG2025
Subset Selection for Fine-Tuning: A Utility-Diversity Balanced Approach for Mathematical Domain Adaptation
Madhav Kotecha, Vijendra Kumar Vaishya, Smita Gautam +1
We propose a refined approach to efficiently fine-tune large language models (LLMs) on specific domains like the mathematical domain by employing a budgeted subset selection method…