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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

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Xu Zhou

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Jun 2026

Data-Efficient Online Training for Direct Alignment in LLMs

In recent years, online Direct Alignment from Preferences (DAP) has emerged as a popular alternative for Reinforcement Learning from Human Feedback (RLHF) due to its training stability and simplicity. In online DAP, training relies on preference data, each composed of a question and a pair of large language model (LLM)...

Chi Zhang, Jia-Chen T. Wang, Kun He et al. · 0 citations

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