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
Shami: A Corpus of Levantine Arabic Dialects—0
VAST: A Corpus of Video Annotation for Speech Technologies—0
Multilingual Multi-class Sentiment Classification Using Convolutional Neural NetworksCode0
Building Parallel Monolingual Gan Chinese Dialects Corpus—0
The French-Algerian Code-Switching Triggered audio corpus (FACST)—0
Text Normalization Infrastructure that Scales to Hundreds of Language Varieties—0
Collecting Code-Switched Data from Social Media—0
Coreference Resolution in FreeLing 4.0—0
A Portuguese Native Language Identification Dataset—0
Staircase Network: structural language identification via hierarchical attentive units—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