SOTAVerified

Language Identification

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

Papers

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Showing 171–180 of 794 papers

TitleStatusHype
Comparing Approaches to the Identification of Similar Languages—0
Augmented Transformers with Adaptive n-grams Embedding for Multilingual Scene Text Recognition—0
Comparing Two Basic Methods for Discriminating Between Similar Languages and Varieties—0
Computational Approaches to Arabic-English Code-Switching—0
Computationally efficient discrimination between language varieties with large feature vectors and regularized classifiers—0
Confidence-based Ensembles of End-to-End Speech Recognition Models—0
ConvAI at SemEval-2019 Task 6: Offensive Language Identification and Categorization with Perspective and BERT—0
Coreference Resolution in FreeLing 4.0—0
Corpora of social media in minority Uralic languages—0
A Report on the VarDial Evaluation Campaign 2020—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