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3 months ago

Discriminating Between Similar Nordic Languages

René Haas Leon Derczynski

Discriminating Between Similar Nordic Languages

Abstract

Automatic language identification is a challenging problem. Discriminating between closely related languages is especially difficult. This paper presents a machine learning approach for automatic language identification for the Nordic languages, which often suffer miscategorisation by existing state-of-the-art tools. Concretely we will focus on discrimination between six Nordic languages: Danish, Swedish, Norwegian (Nynorsk), Norwegian (Bokmål), Faroese and Icelandic.

Benchmarks

BenchmarkMethodologyMetrics
language-identification-on-nordic-langidFastText
Accuracy: 0.9711

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