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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Chengyang He

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Preprint Aug 2026

CRAFT: LLM-Based Iterative Refinement for Temporal Reasoning over Clinical Narratives

This work proposes CRAFT, an LLM framework that pairs a generator with a constraint-based verifier to iteratively produce and refine stage-wise symptom timelines through targeted feedback, and demonstrates that CRAFT consistently improves temporal ordering accuracy.

Chengyang He, Tahreem Arif, Marko Zivkovic et al. · 0 citations

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