Machine Translation
Definition
Machine translation automatically transfers text from a source language to a target language.
Machine translation automatically transfers text from a source language to a target language. For spoken inputs or outputs, speech recognition and speech synthesis can also be used.
Simply explained
Like an automatic first translation draft that a knowledgeable person checks for meaning and appropriate wording.
Why it matters in practice
Helps realistically assess model quality, limits, and technical decisions.
Example from business
Product texts are pre-translated and then checked both technically and linguistically.
Limits and pitfalls
- Overlooking hallucinations, terminology, context, data protection, and cultural nuances.
Origin & history
The development ranges from rule-based and statistical methods to neural transformer models.
Use in mid-sized companies
- Possible application: A company defines terminology, data protection requirements, and human review steps for product translations. Only linguistically and technically reviewed results are approved.
Frequently asked questions
What does Machine Translation mean?
Machine translation automatically transfers text from a source language to a target language. For spoken inputs or outputs, speech recognition and speech synthesis can also be used.
Which mistakes should be avoided?
Overlooking hallucinations, terminology, context, data protection, and cultural nuances.
Sources
Sources checked on 12.10.2026. Editorial application examples are hypothetical; no evidence of real customer results.
Editorially reviewed on: