SOTAVerified

Language Identification

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

Papers

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Showing 541–550 of 794 papers

TitleStatusHype
Curriculum Design for Code-switching: Experiments with Language Identification and Language Modeling with Deep Neural Networks—0
Using Social Networks to Improve Language Variety Identification with Neural Networks—0
Improved Text Language Identification for the South African LanguagesCode0
Ensemble Methods for Native Language Identification—0
Combining Textual and Speech Features in the NLI Task Using State-of-the-Art Machine Learning Techniques—0
CIC-FBK Approach to Native Language Identification—0
Fewer features perform well at Native Language Identification task—0
All that is English may be Hindi: Enhancing language identification through automatic ranking of the likeliness of word borrowing in social media—0
Native Language Identification using Phonetic Algorithms—0
A Dataset and Classifier for Recognizing Social Media English—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