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This paper presents COBART, a method that fine-tunes BART with prefix control tokens to generate ad headlines with controllable length and optimized click-through rate (CTR), achieving a 25.82% improvement in ROUGE-L and 5.82% in estimated CTR over previous baselines.
A 30-minute end-to-end tutorial shows how to combine Kling 3.0 for motion and NanoBanana 2 for stills inside ArtList to auto-generate a Nike-style space commercial without stock or crews.