NaiAD: Initiate Data-Driven Research for LLM Advertising

Yihang Zhang, Zimeng Huang, Ren Zhai +2

Reconciling platform revenue with user experience in LLM advertising motivates a data-centric foundation. We introduce NaiAD, the first comprehensive dataset for LLM-native adverti…