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| ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation | May 14, 2024 | Hallucinationscientific discovery | —Unverified | 0 |
| Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models | May 10, 2024 | Active LearningExperimental Design | CodeCode Available | 0 |
| Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning | May 7, 2024 | regressionscientific discovery | CodeCode Available | 0 |
| Opportunities for machine learning in scientific discovery | May 7, 2024 | scientific discovery | —Unverified | 0 |
| Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving | May 5, 2024 | Meta-Learningscientific discovery | —Unverified | 0 |
| Generative Active Learning for the Search of Small-molecule Protein Binders | May 2, 2024 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Why Tabular Foundation Models Should Be a Research Priority | May 2, 2024 | scientific discovery | —Unverified | 0 |
| LLM-SR: Scientific Equation Discovery via Programming with Large Language Models | Apr 29, 2024 | Equation DiscoveryInterpretable Machine Learning | CodeCode Available | 1 |
| Autonomous LLM-driven research from data to human-verifiable research papers | Apr 24, 2024 | scientific discovery | CodeCode Available | 4 |
