A system trained with marketing-inspired synthetic data and curriculum learning detects embedded ads well, while classifier-guided rewriting (best-of-N and fine-tuning) makes generated ads significantly harder to detect.
URL: https://help.openai.com/en/ articles/11146633-improved-shopping-results-from-chatgpt-search, accessed: 2025-04-30
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TeamCMU at Touch\'e: Adversarial Co-Evolution for Advertisement Integration and Detection in Conversational Search
A system trained with marketing-inspired synthetic data and curriculum learning detects embedded ads well, while classifier-guided rewriting (best-of-N and fine-tuning) makes generated ads significantly harder to detect.