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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

Bita Azad

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Book Open access Jul 2026

RAAD: Retrieval-Augmented Ambiguity Detection via Answer Diversity

RAAD (Retrieval-Augmented Ambiguity Detection), a lightweight framework that detects question ambiguity by identifying semantically incompatible answers grounded in retrieved evidence, generalizes strongly across datasets, outperforming reported baselines on multiple benchmarks.

Parth Patel, Sarah Kamoun, Bita Azad et al. · 0 citations

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