AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Automatic Item Generation (AIG) is pivotal for personalized education, yet guaranteeing the pedagogical value of generated items remains a bottleneck. Existing Item Quality Assessment (IQA) methods typically rely on unscalable manual reviews or shallow stem-based metrics, failing to capture the reasoning process requir...
This work proposes OptSkills, an archetype-centric skill learning and reasoning agent system for optimization modeling and solving that achieves a state-of-the-art micro-averaged accuracy of 68.27% on datasets encompassing diverse problem types and scenarios.
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