From the 1 of 4 linked papers with an AI index.
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
Baikal: Structured Search for Deep Research over Data Lakes
Dhruv Agarwal, Rishitha Guttapalle Mohan, Aarti Kumari +5
Baikal is a framework that clusters heterogeneous tables and passages into semantic regions and uses adaptive, budgeted search policies to guide an LLM agent in generating subquest…
cs.AI2026
Evidence-Informed LLM Beliefs for Continual Scientific Discovery
Dhruv Agarwal, Reece Adamson, Andrew McCallum +3
Open-ended scientific discovery with large language models (LLMs) increasingly operates as a long-horizon loop of hypothesis search and verification, where a reward signal guides w…