Zero-Compute Cross-Lingual Transferability Estimation Using Typological Feature Proxies
The research tests if simple typological features can reliably predict how well knowledge transfers between languages, saving expensive training time. By using databases like Grambank, researchers found that a model based only on these features successfully reconstructs transfer scores, proving typology is a strong zero-compute screening tool.