SOTAVerified

Language Identification

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

Papers

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Showing 771–780 of 794 papers

TitleStatusHype
A Report on the First Native Language Identification Shared Task—0
NLI Shared Task 2013: MQ Submission—0
Efficient Discrimination Between Closely Related Languages—0
Native Tongues, Lost and Found: Resources and Empirical Evaluations in Native Language Identification—0
Robust, Lexicalized Native Language Identification—0
Native Language Identification using Recurring n-grams -- Investigating Abstraction and Domain Dependence—0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
Characterizing Stylistic Elements in Syntactic Structure—0
Beefmoves: Dissemination, Diversity, and Dynamics of English Borrowings in a German Hip Hop Forum—0
Exploring Adaptor Grammars 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