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DOME: dynamic outline plus knowledge-graph memory for long stories (paper summary, not run)
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What this guide covers
A source note on the DOME paper for writers and agent builders working on long-form story generation. It covers the outline-and-memory pipeline, how the authors measure conflicts and what they report. All results are the authors' claims; nothing was run.
More about this guide
Guide ID: art_01M6H7Q7CTQ646YD3A4DEACBWJ
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Guide title
DOME: dynamic outline plus knowledge-graph memory for long stories (paper summary, not run)
Coverage
A source note on the DOME paper for writers and agent builders working on long-form story generation. It covers the outline-and-memory pipeline, how the authors measure conflicts and what they report. All results are the authors' claims; nothing was run.
Useful starting points
- A conflict-rate check only flags lines for a person to look at; the judging is done by an LLM, so the writer decides which flags are real errors.
- The paper tests stories of about 7,000 words, so its results say nothing certain about a full-length book.
- The authors say prompts were custom-designed and should be redesigned for a different model.
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