SOTAVerified

Language Identification

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

Papers

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Showing 521–530 of 794 papers

TitleStatusHype
Towards Language Technology for Mi'kmaq—0
Coreference Resolution in FreeLing 4.0—0
The French-Algerian Code-Switching Triggered audio corpus (FACST)—0
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach—0
Text Normalization Infrastructure that Scales to Hundreds of Language Varieties—0
Discriminating between Similar Languages on Imbalanced Conversational Texts—0
Arabic Dialect Identification in the Context of Bivalency and Code-Switching—0
Shami: A Corpus of Levantine Arabic Dialects—0
Staircase Network: structural language identification via hierarchical attentive units—0
A Portuguese Native Language Identification Dataset—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