AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Rank-ICL: Ranking-based In-context Learning for Search Result Explanation
Evaluation on WikiSA and ExaRank shows that ranking-based few-shot prompting generally improves over zero-shot prompting and achieves competitive performance against random-shot prompting, indicating that retrieval-based demonstration selection is beneficial but not uniformly superior in all settings.