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AI-Assisted Translation Drafting for Government Content

Accountable

Statistics Canada (StatCan)

Functional Modes

Creating (Generative AI)

Human decides

Purpose

Translation & Language Access

Input Dataset

Operational data Anonymized data

Algorithm or Model

Language Models

Output Dataset

Generated content Anonymized data

Details

This system uses a fine-tuned machine translation model to generate initial translation drafts of Statistics Canada documents from English to French and vice versa. The drafts are reviewed and refined by human language experts and quality-check officers before use. The system is being integrated into existing computer-assisted translation tools and does not process personal information.