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cs.AI2026
Routing End User Queries to Enterprise Databases
Saikrishna Sudarshan, Tanay Kulkarni, Manasi Patwardhan +3
We address the task of routing natural language queries in multi-database enterprise environments. We construct realistic benchmarks by extending existing NL-to-SQL datasets. Our s…
cs.AI2025
MIR: Methodology Inspiration Retrieval for Scientific Research Problems
Aniketh Garikaparthi, Manasi Patwardhan, Aditya Sanjiv Kanade +3
There has been a surge of interest in harnessing the reasoning capabilities of Large Language Models (LLMs) to accelerate scientific discovery. While existing approaches rely on gr…
cs.AI2025
IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery
Aniketh Garikaparthi, Manasi Patwardhan, Lovekesh Vig +1
The rapid advancement in capabilities of large language models (LLMs) raises a pivotal question: How can LLMs accelerate scientific discovery? This work tackles the crucial first s…