SOTAVerified

Language Identification

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

Papers

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Showing 221–230 of 794 papers

TitleStatusHype
Discriminating between Similar Languages on Imbalanced Conversational Texts—0
Discriminating between Similar Languages with Word-level Convolutional Neural Networks—0
BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification—0
Discriminating Non-Native English with 350 Words—0
Discriminating Similar Languages with Linear SVMs and Neural Networks—0
Discriminating Similar Languages with Token-Based Backoff—0
Ceasing hate withMoH: Hate Speech Detection in Hindi-English Code-Switched Language—0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
Distinguishing Literal and Non-Literal Usage of German Particle Verbs—0
Categorization of Turkish News Documents with Morphological Analysis—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