Reinforcing Agentic Creativity in Scientific Ideation with Night Science
cs.AI, cs.CL
Submitted: 2026-09-28
Updated: 2026-09-28
Terminology
Sources
- Beyond "Not Novel Enough": Enriching Scholarly Critique with LLM-Assisted Feedback
- The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
- Measuring the Gap Between Human and LLM Research Ideas
- Accelerating scientific discovery with Co-Scientist
- LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- All That Glitters is Not Novel: Plagiarism in AI Generated Research
- GIANTS: Generative Insight Anticipation from Scientific Literature
- Cognitive Foundations for Reasoning and Their Manifestation in LLMs
- Sparking Scientific Creativity via LLM-Driven Interdisciplinary Inspiration
- Beyond Functional Correctness: Exploring Hallucinations in LLM-Generated Code
- LLM Discussion: Enhancing the Creativity of Large Language Models via Discussion Framework and Role-Play
- Sparks of Science: Hypothesis Generation Using Structured Paper Data
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- HybridFlow: A Flexible and Efficient RLHF Framework
- AI Can Learn Scientific Taste
- Reinforcement Learning for Reasoning in Large Language Models with One Training Example
- We're Different, We're the Same: Creative Homogeneity Across LLMs
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