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While multimodal information retrieval has several exciting applications and a high potential for impact on important problems, there are several challenges associated with the information that lives on the internet. While we develop technologies that make the process of information retrieval faster, easy to use, and equipped with many features and functionalities that improve user experience, we must be vary of potential misuse. The commitment to innovation, ethical considerations, and user-centric approaches will be key drivers shaping the next frontier of multimodal retrieval technologies.

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  • 章节

  • 发表日期：

    2025年

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  • Man Luo,
  • Tejas Gokhale,
  • Neeraj Varshney,
  • Yezhou Yang,
  • Chitta Baral

摘要

While multimodal information retrieval has several exciting applications and a high potential for impact on important problems, there are several challenges associated with the information that lives on the internet. While we develop technologies that make the process of information retrieval faster, easy to use, and equipped with many features and functionalities that improve user experience, we must be vary of potential misuse. The commitment to innovation, ethical considerations, and user-centric approaches will be key drivers shaping the next frontier of multimodal retrieval technologies.