AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Search advertising connects user intent with commercial content and plays a critical role in platform monetization. Recent systems typically align pretrained generative models with a single business reward, such as eCPM, or use naive reward fusion for preliminary multi-objective alignment. However, an ideal search adve...
This work proposes NONTP, extending NTP's signal coverage along both dimensions through two auxiliary objectives, and analyses each component contributes independently, with gradient conflict analyzed as a direction for future work.
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