AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Think Checklist Reward (TCR), a process-oriented reward for RL-based preference alignment that converts preference pairs into sample-specific thinking checklists and uses them to evaluate whether the generated reasoning trace addresses the preference-implied considerations.
SSR, a Structured Subgraph Retrieval framework for TKGQA with Large Language Models, demonstrates that SSR consistently outperforms strong baselines by a clear margin, achieving state-of-the-art performance.
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