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
Improving Native Language Identification with TF-IDF Weighting—0
Native Language Identification using large scale lexical features—0
Native Language Identification: a Simple n-gram Based Approach—0
Combining Shallow and Linguistically Motivated Features in Native Language Identification—0
Native Language Identification: A Key N-gram Category Approach—0
Simple Yet Powerful Native Language Identification on TOEFL11—0
The Story of the Characters, the DNA and the Native Language—0
LIMSI's participation to the 2013 shared task on Native Language Identification—0
A Report on the First Native Language Identification Shared Task—0
Using N-gram and Word Network Features for 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