Keep Naga languages alive online

NagaTranslate is a community project. Every contributed phrase and every small donation directly improves translation quality for thousands of people.

Contribute a translation

Native speaker? Share a phrase and its correct translation. Your contribution goes live immediately and teaches the translator - no account needed.

Please only submit translations you know are correct - they are used to teach the AI. Ao and Sema contributions are especially valuable.

Support the project

100% of contributions go toward API costs, model hosting and server maintenance. Any remaining funds are donated to children's charities.

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Why a single phrase matters here

Machine translation is built on text, and how much text a language has online determines whether it gets supported at all. English and French have billions of aligned sentence pairs between them. English and Ao have, generously, a few thousand. That difference is the entire reason no major translation service offers these languages.

It also changes the arithmetic of contributing. Adding one contributed sentence to a language with hundreds of millions online changes nothing measurable. Adding one to a language with a few thousand is a visible fraction of everything that exists. Ao and Sümi contributions are worth the most, because those datasets are the smallest.

What happens to what you submit

  • Your phrase enters the community dataset immediately — there is no review queue that swallows it for weeks.
  • It is retrieved as an example the next time someone translates something similar, so it shapes future output directly.
  • It may appear in the phrasebook and in the written guides.
  • Contributions are not attributed, and we do not ask for your name or email.

What makes a good contribution

  • Only submit what you know is right. These entries teach the system, so a wrong one propagates.
  • Everyday sentences beat clever ones. “Where is the bus stop?” is worth more than a proverb.
  • Note the register where it matters — say in the English side whether a phrase is formal or informal.
  • Whole sentences beat isolated words, because they carry the grammar along with them.

More on how contributions feed into translations is in how NagaTranslate works, and the terms covering them are in the terms of use.