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Technical report: Declarations on Generative AI in CEUR-WS papers and the checks that detect them

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GenAIDeclarationPaper — technical report

Status: skeleton — technical report intended for Zenodo. Not peer-reviewed.

How do CEUR-WS papers declare the use of Generative AI, and how well do the checks at the creation points detect a missing or generic Declaration on Generative AI? This repository holds the report source and, as the work proceeds, the scripts, sample, verdicts and ground truth it reports on.

Build

The PDF is rebuilt on every push to main via GitHub Actions (.github/workflows/build.yml).

Template

Official CEUR-WS ceurart 1-column class.

Method

Work is issue driven with agentic AI support: main issues are dictated by the authors, derived sub-issues and experiment runs may be done by agents and are marked per the provenance notation below.

Provenance notation

Every issue comment carries its origin as a prefix:

marker meaning
✍️🤖 Agent/Name: generated by the agent
🗣️ Author-Name → 🤖 Agent/Name: dictated by the human, transcribed and posted by the agent
👁️🧑 Author-Name ✓ the human read the agent result and confirmed it
👁️🧑 Author-Name ❓ the human sees an open question
👁️🧑 Author-Name ✗ the human rejects the result

Only ✓ counts as confirmed. PROVENANCE.md lists every agent contribution to the repository; the Declaration on Generative AI is finalized by the authors from it.

AI content policy

See AGENTS.md.

Data

See data/README.md.

License

Report text and data: CC BY 4.0. Code: Apache-2.0.

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