AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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In every base and instruction-tuned pair the authors test, instruction tuning strengthens the model's preference for reserved markers, and the gap persists on that channel.
Entropy-Valley (EV), a training-free length selector that scores candidate target canvases by mean predictive entropy from all-mask forward passes and selects the canvas the backbone is most prepared to fill, is introduced.
Shell Nouns Complement Constructions (SNCCs) play a central role in packaging complex information and encoding authorial stance. Previous studies have mainly focused on their classification, stylistics distribution, and cross-linguistic difference in SNCCs use among different groups of writers. Less attention, however,...
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