Cross-language publishing: from a Chinese draft to an English release
The most common bilingual mistake is editing machine output word by word. If the English should read as if written in English, lock the Chinese draft first and follow four steps.
How to do it
Finalise the Chinese first
Do not start translating while the Chinese is still moving, or you will redo everything on each edit. Final means structure, examples and numbers are frozen.
Produce a first translation, do not line-edit it
Ask for a full-paragraph translation with a glossary, then check only whether meaning survived. Line-editing now drags you back into Chinese word order.
Rewrite so it reads natively
Treat the translation as a draft and ask for a rewrite, not a polish: split long sentences, replace calques, unify terms. Have the model explain its changes.
Verify facts and tone
Check numbers, units, names and legal wording item by item. Then run a skeptical-reader pass: English readers react more sharply to adjectives, and hype reads as unprofessional.
Localise before release
Check date formats, currency, addresses and examples against the target market. After publishing, note which sentences readers questioned and reuse that list next time.
Prompts used
FAQ
Can I write both languages at once?
Not recommended. Both versions tend to end up half-finished; finalise one language, then convert.
Should the translation keep the Chinese rhetoric?
Only if it carries information. Rhetoric rarely survives translation; keep the claim and tone, drop the wordplay.
Where does the glossary go?
Give the full term list inside the prompt and require exact reuse. Inconsistent terminology hurts credibility more than grammar.