Artificial Intelligence · Computer Science
To think inside the box, or to think out of the box? Scientific discovery via the reciprocation of insights and concepts
Yu-Zhe Shi, Manjie Xu, Wenjuan Han, Yixin Zhu
2022-12-06
General Literature · Computer Science
Towards an explanatory and computational theory of scientific discovery
Chaomei Chen, Yue Chen, Mark Horowitz, Haiyan Hou +2
2010-02-09
Artificial Intelligence · Computer Science
Structuring Scientific Innovation: A Framework for Modeling and Discovering Impactful Knowledge Combinations
Junlan Chen, Kexin Zhang, Daifeng Li, Yangyang Feng +2
2025-04-15
Computation and Language · Computer Science
A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models
Atilla Kaan Alkan, Shashwat Sourav, Maja Jablonska, Simone Astarita +13
2025-04-09
Machine Learning · Computer Science
AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise
Dhruv Agarwal, Bodhisattwa Prasad Majumder, Reece Adamson, Megha Chakravorty +7
2026-02-13
Machine Learning · Computer Science
Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills
Víctor Campos, Alexander Trott, Caiming Xiong, Richard Socher +2
2020-08-04
Computation and Language · Computer Science
Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning
Futing Wang, Jianhao Yan, Yun Luo, Ganqu Cui +5
2026-02-13
Computers and Society · Computer Science
Opening Knowledge Gaps Drives Scientific Progress
Kara Kedrick, Wenlong Yang, Thomas Gebhart, Yang Wang +1
2025-09-29