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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

Zhenliang Zhang

Peking University

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Jul 2026

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models

This work proposes ForgetBench, a benchmark designed to systematically characterize forgetting behavior in LLMs under continual knowledge editing, and introduces two complementary evaluation paradigms, namely concept-based QA and scenario-based QA, to disentangle isolated factual retention from structured relational knowledge preservation.

Ruxi Gu, Zhenliang Zhang, Wei Wang · 1 citation

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