SOTAVerified

Language Identification

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

Papers

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Showing 691–700 of 794 papers

TitleStatusHype
Overview for the First Shared Task on Language Identification in Code-Switched Data—0
The CMU Submission for the Shared Task on Language Identification in Code-Switched Data—0
Arabic Native Language Identification—0
Incremental N-gram Approach for Language Identification in Code-Switched Text—0
Predicting Code-switching in Multilingual Communication for Immigrant Communities—0
The IUCL+ System: Word-Level Language Identification via Extended Markov Models—0
From Visualisation to Hypothesis Construction for Second Language Acquisition—0
POS Tagging of English-Hindi Code-Mixed Social Media Content—0
Language Modeling with Functional Head Constraint for Code Switching Speech Recognition—0
Can characters reveal your native language? A language-independent approach to 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