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  • Profile photo of Zhiqiang Peng

    Zhiqiang Peng posted an update 4 weeks ago

    4 weeks ago (edited)

    Method Help

    Practical workflow for cleaning and de‑duplicating large citation libraries

    Method Help

    Large reference libraries accumulate duplicate entries, broken metadata and incomplete records over years. Manual cleanup is tedious. What step‑by‑step workflow do you use to clean‑up and de‑duplicate your big reference library?

    Mateo, Maverick and 4 others
    4 Comments
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    • Profile photo of Kyle Morris
      Kyle Morris

      Run tool‑assisted duplicate detection first, then manually verify every candidate merge.

      2
      4 weeks ago
      • Profile photo of Edwards
        Edwards

        Filter entries with empty or malformed doi values and fix them one‑by‑one.

        2
        4 weeks ago
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