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scientific knowledge

10 papers

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large language model (6) curiosity-driven question generation (1) citation pattern (1) matthew effect (1) knowledge dissemination (1) multi-task benchmark (1) multi-agent system (1) bibliometric analysis (1) scientific image synthesis (1) sea surface temperature (1)

Papers

Knowledge-Guided Machine Learning: A Paradigm Shift in AI for Science AAAI 2026 LLM-Enabled Scientific Knowledge Diffusion Analysis AAAI 2026 MetaBench: A Multi-task Benchmark for Assessing LLMs in Metabolomics ACL 2026 Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias NAACL 2025 LLM-SR: Scientific Equation Discovery via Programming with Large Language Models ICLR 2025 Science-T2I: Addressing Scientific Illusions in Image Synthesis CVPR 2025 Unequal Scientific Recognition in the Age of LLMs EMNLP 2025 What Would You Ask When You First Saw a2+b2=c2? Evaluating LLM on Curiosity-Driven Question Generation IJCNLP 2025 Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022 Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge ICLR 2018