SOTAVerified

Language Identification

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

Papers

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Showing 751–760 of 794 papers

TitleStatusHype
The Story of the Characters, the DNA and the Native Language—0
Experimental Results on the Native Language Identification Shared Task—0
Native Language Identification using large scale lexical features—0
Native Language Identification: a Simple n-gram Based Approach—0
Native Language Identification: A Key N-gram Category Approach—0
NAIST at the NLI 2013 Shared Task—0
Using N-gram and Word Network Features for Native Language Identification—0
Using Other Learner Corpora in the 2013 NLI Shared Task—0
Recognizing English Learners' Native Language from Their Writings—0
Simple Yet Powerful Native Language Identification on TOEFL11—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