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Language Identification

Language identification is the task of determining the language of a text.

Papers

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Showing 551–560 of 794 papers

TitleStatusHype
Fewer features perform well at Native Language Identification task—0
Combining Textual and Speech Features in the NLI Task Using State-of-the-Art Machine Learning Techniques—0
Stacked Sentence-Document Classifier Approach for Improving Native Language Identification—0
A Dataset and Classifier for Recognizing Social Media English—0
A Report on the 2017 Native Language Identification Shared Task—0
A Shallow Neural Network for Native Language Identification with Character N-grams—0
A study of N-gram and Embedding Representations for Native Language IdentificationCode0
Classifier Stacking for Native Language Identification—0
Ensemble Methods for Native Language Identification—0
Exploring Optimal Voting in Native Language Identification—0
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All datasetsVOXLINGUA107GlotLID-CNordic Language IdentificationOpenSubtitlesUniversal DependenciesVoxForge

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1wav2vec 2.0 LV-60KError rate7.2—Unverified
2XLS-RError rate5.7—Unverified
#ModelMetricClaimedVerifiedStatus
1GlotLIDMacro F10.98—Unverified
#ModelMetricClaimedVerifiedStatus
1FastTextAccuracy0.97—Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy91.37—Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy86.93—Unverified
#ModelMetricClaimedVerifiedStatus
1ConformerG-PAccuracy99.8—Unverified