Glossary Library

Technical GlossaryNatural Language Processing

Terminology-Constrained Translation

A controlled machine translation approach that preserves required translation equivalents for specific terms.

Terminology-constrained translation is vital especially in enterprise documents, technical manuals, and legal texts. General fluency is not enough; correct term mapping may be mandatory for brand consistency, regulation, and operations. For that reason, translation systems in such settings often need controlled generation rather than free-form generation.

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Text Normalization

The process of standardizing raw text at the spelling, formatting, and character levels to make it more consistent and processable.

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Unicode Normalization

The process of converting visually identical but differently encoded characters into a standard form.

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Stemming

An approach that reduces a word to a shorter root-like form by crudely stripping suffixes.