R3 uses curriculum RL with hierarchical rewards and a group-relative experience extractor to automatically rectify non-compliant text in video ads while preserving semantic intent.
InProceedings of the ACM Web Conference 2023, pages 1037–1047
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R^3: Advertisement Compliance Rectification via Group-Relative Experience Extractor and Curriculum Reinforcement
R3 uses curriculum RL with hierarchical rewards and a group-relative experience extractor to automatically rectify non-compliant text in video ads while preserving semantic intent.