ResourcesWhitepaperMapping Sapia.ai's Language Skills Assessment to CEFR Standards


Mapping Sapia.ai's Language Skills Assessment to CEFR Standards

This research investigates the approximation of Common European Framework of Reference for Languages (CEFR) levels through candidates' structured interview responses. It explores how language fluency and complexity, as measured by Sapia.ai's CommScore, can be mapped to CEFR levels, providing a standardised assessment of written language skills in recruitment contexts.

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