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  • Profile photo of Michael Williams

    Michael Williams posted an update 15 hours ago

    15 hours ago (edited)

    Paper Discussion

    Opinion: The rising importance of dataset papers in modern research

    Paper Discussion

    Dataset‑focused publications used to receive relatively little respect. Today high‑quality curated datasets can enable dozens of downstream studies. Should dataset papers receive equal prestige compared to algorithm‑focused papers?

    Martin, Alexander Baker and 13 others
    3 Comments
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    • Profile photo of Wen Xiao
      Wen Xiao

      Building high‑quality datasets requires massive rigorous work that deserves formal recognition.

      2
      10 hours ago
      • Profile photo of Zhiqiang Peng
        Zhiqiang Peng

        But some dataset papers lack sufficient validation and quality control, which complicates evaluation.

        2
        10 hours ago
        • View more comments

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