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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

S. Saini

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Book Open access Jul 2026

Tokens to Types: Context Editing with Selective Entity Abstraction for Grounded Generation

This framework proposes a context-editing framework that performs selective abstraction over entities that appear in both the context and the question, establishing symbolic abstraction as a highly cost-efficient solution for ensuring context fidelity in LLMs.

Rounak Sharma, Debabrata Mahapatra, S. Saini · 0 citations

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