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Translation: manuals for Mova

This folder is an open manual of good translation, written for Mova and for anyone who translates or checks translations. It has four layers:

  1. Good translation: the general manual: what a good translation is, whatever the languages. Meaning before form, register and style, terminology, culture-bound items, names, numbers and typography, songs and verse, quality checks with an error typology, and how Mova handles each point.
  2. Per language, two manuals, because the problems of reading a language and the problems of writing it differ:
    • from the language: what a translator must notice in a source text in that language (ambiguities, implicit meaning, register markers, traps);
    • into the language: what a text in that language must look like to read as native (grammar, word choice, punctuation, the pull of the source language).
  3. Per pair, a pair manual: the contrasts of the two languages side by side, both directions, with many examples.
  4. Per pair, two lists: the false friends and the context-dependent renderings, each a manual and a machine-readable list measured in the parallel corpora.

Contents

filewhat it covers
Good translation: the general manualPrinciples; meaning before form; the register model (language + variety + style of speech); terminology; false friends; grammar transfer; idioms and culture; names, numbers, dates, typography; songs and verse; quality checks (an MQM-like typology); terminology by domain (IT, science, medicine, law, EU and Canadian bilingual practice); a catalogue of register deltas; measured usage in Wikipedia; machine translation and post-editing; subtitles, interfaces, plurals; a worked example; how Mova handles it
Translating from EnglishReading English as a source: polysemy, phrasal verbs, nominal chains, the unmarked you, tense and aspect, hedging, the register signals of English, British and American sources
Translating into EnglishWriting English as a target: word order and end weight, articles, tense, idiom and collocation, plain English, house styles (the EU English Style Guide), translationese in English
Translating from FrenchReading French as a source: on, the tenses of narrative, the subjunctive, the formal and the spoken registers, tu and vous, nominal style, French typography as a signal
Translating into FrenchWriting French as a target: the noun phrase, determiners, agreement, clitics, the tenses, register, anglicisms judged by usage, French typography
Translating from UkrainianReading Ukrainian as a source: case and aspect, free word order and information structure, ти and ви, diminutives, the registers, surzhyk as a variety
Translating into UkrainianWriting Ukrainian as a target: verbs over nouns, passives, participles, case government, anglicisms and purism judged by usage, feminitives, the 2019 orthography, surzhyk when it is right
English and French: the pair manualEnglish and French side by side, both directions, with examples from open parallel corpora
English and Ukrainian: the pair manualEnglish and Ukrainian side by side, both directions
French and Ukrainian: the pair manualFrench and Ukrainian side by side, both directions
false-friends/False friends of each pair, both directions, by domain, measured in the parallel corpora: en-fr, en-uk, fr-uk, with machine-readable lists (*.tsv)
context/Context-dependent renderings: for words and constructions with several valid renderings, which fits which sense, register, domain, collocation, text type and reader: en-fr, en-uk, fr-uk, with lists (*.tsv)
examples-queue.tsvThe entries of both kinds of list that still need an example sentence (planned: our own sentences translated by the Codex teachers and gated)
SourcesEvery source cited, with licence and where it is held

The stance of these manuals

Conventions

How Mova handles translation today, in one paragraph

Mova's own translator, tools/translate, is deterministic and learned from counts, not from a large model. It translates between English Bible editions through a language-free meta-world, from the Hebrew Bible into English, and between the parallel Tanakh's Hebrew and English site pages, and it measures every translation as the bits needed to repair it exactly. It does not translate French or Ukrainian. tools/parallel has built the English–French, English–Ukrainian and French–Ukrainian parallel corpora quoted here. French is read by Mova's parser after a treebank's tags are mapped (fr manual); Ukrainian has no Mova parser baseline yet. Usage counts in the manuals come from these corpora, from Europarl, and from the French and Ukrainian Wikipedias (dumps of 2026-10-01, streamed and counted, not quoted). Two parts are planned and being built: the Nightingales 🐦 (one per language, each sitting under the Eel and building a naturalness model of its language from that language's Wikipedia on the CPU, each with its own Sol consultant) and the Eel's translation rounds tr-<src>-<tgt>. Each manual's last section says exactly what exists and what is planned for its points.

The Elamur team

This page in Markdown → https://md.mova.elamur.ai/free/en/docs/languages/translation/