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| A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery | Jun 16, 2024 | scientific discoverySurvey | CodeCode Available | 4 |
| Autonomous LLM-driven research from data to human-verifiable research papers | Apr 24, 2024 | scientific discovery | CodeCode Available | 4 |
| BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model | May 29, 2025 | Large Language Modelscientific discovery | CodeCode Available | 3 |
| MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem | May 20, 2025 | Mathematical Reasoningscientific discovery | CodeCode Available | 3 |
| From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery | May 19, 2025 | Navigatescientific discovery | CodeCode Available | 3 |
| Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks | Feb 18, 2025 | graph constructionLarge Language Model | CodeCode Available | 3 |
| Safety at Scale: A Comprehensive Survey of Large Model Safety | Feb 2, 2025 | Autonomous DrivingData Poisoning | CodeCode Available | 3 |
| In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR | Jan 14, 2025 | Knowledge GraphsLanguage Modeling | CodeCode Available | 3 |
| Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers | Sep 6, 2024 | Experimental Designscientific discovery | CodeCode Available | 3 |
