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How sensitive are the results to the number of ads (k > 1) inserted into each response? #7

Description

@Qingbolan

Conduct a vary-k experiment based on the following configuration

  • extending Ad-LLM to multiple k:
    • currently: select the best one product and its injection position
    • update: select the top-k products based on the disturbance minimization and the corresponding positions. (Note: if meet conflict, in sequential order to place the consecutive ads)
  • solution: Ad-LLM (GIR-R)
  • base LLM: doubao-1-5-lite-32k; judge LLM: gpt-4.1-mini
  • embedding model: text-embedding-3-small
  • dataset: LM-SYS-100
  • setting of k: {2, 3, 4, 5}

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