hypothesis generation
- AI-Researcher: Autonomous Scientific Innovation
- AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise
- Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent
- Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition
- HypoBootstrap: A Bootstrapping Framework for Inductive Reasoning
- MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search