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Skills directory/brycewang-stanford/Awesome-Journal-Skills/cikm-writing-style

Revise a CIKM paper opening in ChatGPT

Show the retrieval task, graph structure, mechanism, and comparison evidence while stating evaluation scope.

中文

Install in ChatGPT

A ChatGPT workspace with skill creation enabled. Paste the fictional material below as text.

  1. In a ChatGPT workspace with skill creation enabled, open Plugins → Skills → Create → Create with editor.
  2. Create a skill in the editor and adapt the text-only `cikm-writing-style` workflow from the pinned GitHub source into its instructions.
  3. Save the skill, then type @ in a new chat to select it and try the example.

Example task

Use these fictional Willow spare-parts search records to revise the opening.
study="Willow catalog search"; task="find compatible spare parts"; method="rank with shared compatibility edges"; collections=2; nodes=40000; baselineNdcg=0.61; resultNdcg=0.65; scope="parts catalogs only"

What to check

State `nDCG@10: 0.61→0.65 on 2 catalogs; graph nodes=40000`. Explain how compatibility relations enter ranking and limit the result to the evaluated parts catalogs.

Original SKILL.md on GitHub · Updated 2026-11-14

Frequently asked question

How can ChatGPT check whether a CIKM opening covers both retrieval and data?

State what users need to retrieve. Explain the data shape, ranking mechanism, and why existing methods miss that relation. Close with the baseline, scale, and scope.

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