SOTAVerified

Language Identification

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

Papers

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Showing 451–460 of 794 papers

TitleStatusHype
Towards NLP with Deep Learning: Convolutional Neural Networks and Recurrent Neural Networks for Offensive Language Identification in Social Media—0
Predicting the Type and Target of Offensive Posts in Social MediaCode0
Utterance-level end-to-end language identification using attention-based CNN-BLSTM—0
Albanian Language Identification in Text Documents—0
Corpora of social media in minority Uralic languages—0
On the Development of a Large Scale Corpus for Native Language IdentificationCode0
Domain Attentive Fusion for End-to-end Dialect Identification with Unknown Target Domain—0
Tuplemax Loss for Language IdentificationCode0
Transductive Learning with String Kernels for Cross-Domain Text Classification—0
On the End-to-End Solution to Mandarin-English Code-switching Speech RecognitionCode0
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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