"data-driven discovery" Papers

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AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise

Dhruv Agarwal, Bodhisattwa Prasad Majumder, Reece Adamson et al.

NEURIPS 2025oralarXiv:2507.00310
3
citations

DiscoveryBench: Towards Data-Driven Discovery with Large Language Models

Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal et al.

ICLR 2025arXiv:2407.01725
40
citations

Position: Data-driven Discovery with Large Generative Models

Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal et al.

ICML 2024