SOTAVerified

Language Identification

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

Papers

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Showing 611–620 of 794 papers

TitleStatusHype
Arabic Language WEKA-Based Dialect Classifier for Arabic Automatic Speech Recognition Transcripts—0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
Romanized Berber and Romanized Arabic Automatic Language Identification Using Machine Learning—0
An Unsupervised Morphological Criterion for Discriminating Similar Languages—0
Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance—0
Multi-Language Identification Using Convolutional Recurrent Neural Network—0
Part-of-speech Tagging of Code-mixed Social Media Content: Pipeline, Stacking and Joint Modelling—0
The Howard University System Submission for the Shared Task in Language Identification in Spanish-English Codeswitching—0
A Neural Model for Language Identification in Code-Switched Tweets—0
Word-Level Language Identification and Predicting Codeswitching Points in Swahili-English Language Data—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