translation-quality-assessment

What problem does it solve?

This Skill evaluates translation outputs between Chuukese and English, ensuring linguistic accuracy and cultural relevance to prevent misinterpretation or cultural miscommunication.

Core Features & Use Cases

• Cultural context validation: Detect and preserve culturally significant terms and concepts during translation.
• Linguistic accuracy & consistency: Check tense, syntax, and terminology alignment between source and target languages.
• Automated quality metrics: Compute BLEU, chrF, and other metrics, with support for batch evaluations and model comparisons.
• Use Case: Linguists validating a Chuukese-English translation of a traditional story or an educational resource.

Quick Start

To assess a translation, provide a Chuukese sentence and its English translation to the Skill. Example: chuukese_text = "Kopwe pwan chomong ngonuk" ; english_translation = "We will help those Chuukese people". Review the cultural and linguistic results and recommended improvements.