Localization and finishing operations workshop / 6 MIN READ
Review translation-memory matches before reusing them
A matching source sentence is evidence of similarity, not automatic approval of its stored translation.
AI-assisted research and analysis for the SNS Creative Fieldbook
Sources checked 2026-11-07
Translation memory retrieves previously translated segments for reuse. The operational decision is whether a particular bilingual record remains appropriate for this meaning, locale and destination, and whether new corrections are qualified to become future suggestions. Without that decision, a fast reuse workflow can repeatedly restore an old mistake.
What you will leave with: A reuse and write-back record that distinguishes trusted approved segments from candidates awaiting review.
Use this when
- A translation project relies heavily on pretranslated matches.
- Corrections made in a CMS disappear when a later translation job is imported.
This is segment-reuse governance, not terminology selection, translation procurement or proof that a percentage match predicts linguistic quality. Phrase is a platform-specific example. Qualified language reviewers must approve meaning and regional usage.
Identify what the suggested match actually matches
Record the memory, source and target locales, segment identity and available context behind the suggestion. Ask whether the same wording previously described the same action, object and audience. A button label and a sentence fragment can have identical source text but require different treatment. Check whether the stored target was approved, merely imported or left over from a superseded draft.
Phrase distinguishes source-text matches from in-context matches and allows context to be represented by neighboring segments or a segment key. That explains why a high match label cannot replace a context check. Establish which context mechanism the current file actually supplies. Do not interpret a numerical match label as a probability that the translation is accurate, current or suitable for the new use.
Make the reuse decision before locking the segment
Give the reviewer the surrounding content and the current meaning, not only a highlighted source difference. Check changed product behavior, regional commitments, terminology and audience. A source sentence can remain unchanged while its underlying product meaning changes. Where evidence is missing, mark the suggestion for review rather than locking it because the reuse estimate promises savings.
Use a short decision vocabulary: accept for this context, revise with reason, reject as obsolete, or investigate. Keep genuine alternatives when the contexts differ. Do not collapse two legitimate translations into one simply to make the memory look consistent. If a repeated error affects many segments, identify the affected scope before applying any authorized bulk change, and preserve enough history to understand the earlier decisions.
Separate working output from the trusted reusable record
Define which workflow step can contribute to the approved memory and who reviews that contribution. Phrase’s quality guidance describes using a working memory while keeping a trusted master protected until review, and warns that changes made outside the translation system can be overwritten if they are not brought back. Those are useful controls to verify in the actual setup, not assumptions that the platform enforces them automatically.
For a correction made directly in the CMS, capture the source segment, previous target, approved replacement, locale, context and reason. Have the qualified reviewer confirm whether it belongs in the memory or only in this destination. Send the authorized correction through the supported update process; do not grant broad write access merely to resolve one urgent sentence. Confirm that the next retrieval presents the intended candidate.
Close the loop without erasing valid differences
After approval, test a small representative reuse job containing both the corrected context and a similar but different one. Check that the correction does not replace an unrelated valid translation. Record unresolved duplicates, unknown provenance or stale entries for the responsible owner instead of deleting them casually. Memory maintenance can affect many later releases and deserves a recoverable, scoped change process.
Give translators the reasoning behind accepted changes so they can distinguish a product correction from stylistic preference. Review recurrent reversions as process failures: perhaps the wrong memory is attached, the CMS edit was never returned or a legacy source outranks the reviewed one. The outcome is dependable reuse with visible boundaries, not the largest possible proportion of locked segments.
Make the reasoning concrete.
A fictional training platform changes what its “resume” action does. A familiar source sentence retrieves an old translation, and a previous CMS correction is absent from the shared memory. The project manager proposes locking all high-scoring matches.
Lock by score
Opening: Accept the retrieved segment without checking its product context.
Hypothesis: The apparent translation workload decreases.
Risk: An obsolete interpretation returns despite the earlier correction.
Qualify and return the correction
Opening: Review the current action, approve the contextual target and update the authorized memory record.
Hypothesis: Future reuse can draw on the corrected decision.
Risk: Similar wording in another workflow may still require a different translation.
The reviewer approves the correction for the changed action and tests its next retrieval alongside a distinct context. The team preserves valid alternatives rather than forcing one translation everywhere.
Take the questions into your next brief.
Use these prompts in your own notes. Nothing is submitted from this page.
Candidate
Which memory, locale, context and approval state produced this suggestion?
Meaning
Has the underlying product or audience changed despite identical wording?
Decision
Is reuse accepted, revised, rejected or awaiting evidence?
Write-back
Who can approve a correction for the trusted memory?
Verification
Does the next retrieval preserve both the correction and valid alternatives?
Watch for the wrong conclusion.
- Treating a match percentage as a quality probability.
- Locking a segment before reviewing its current context.
- Correcting only the live page while leaving the reusable source wrong.
Your next action
Trace one repeatedly corrected translation from its live page back to its memory candidate and verify the next retrieval after an approved update.
Sources & scope
Workflows, worksheets and fictional examples are original editorial analysis. Sources support only specifically attributed principles. Platform guidance can change; legal requirements depend on jurisdiction and context. No measured results or named human reviewer are claimed.
- Phrase: Translation Memory Match Context →Primary platform documentation · Supports: Phrase documents context-match distinctions and context storage choices; match scores are not presented as probabilities of correctness.
- Phrase: Translation Memory Quality →Primary platform guidance · Supports: Phrase recommends reviewed memory contribution and returning external linguistic corrections to the translation system. The acceptance record is original analysis.