multilingual text annotation for conversational ai
Approximately 660,000 language prompts were generated, resulting in around 3.5 million linguistic annotation tasks completed by about 650 language experts across 31 locales. Quality control included contributor qualification testing, gold-standard benchmark tasks, structured training guidelines, continuous QA reviews, and a pass/fail validation system to ensure high annotation accuracy and consistency across all languages.