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cs.AI2025★ 1 cited
Spec-Driven AI for Science: The ARIA Framework for Automated and Reproducible Data Analysis
Chuke Chen, Biao Luo, Nan Li +4
The rapid expansion of scientific data has widened the gap between analytical capability and research intent. Existing AI-based analysis tools, ranging from AutoML frameworks to ag…
cs.AI2025
KG-Augmented Executable CoT for Mathematical Coding
Xingyu Chen, Junxiu An, Jun Guo +2
In recent years, large language models (LLMs) have excelled in natural language processing tasks but face significant challenges in complex reasoning tasks such as mathematical rea…