KP-Agent: Keyword Pruning in Sponsored Search Advertising via LLM-Powered Contextual Bandits

Hou-Wan Long, Yicheng Song, Zidong Wang +1

Sponsored search advertising (SSA) requires advertisers to constantly adjust keyword strategies. While bid adjustment and keyword generation are well-studied, keyword pruning-refin…