SOTAVerified

Language Identification

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

Papers

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Showing 561–570 of 794 papers

TitleStatusHype
Building Dialectal Arabic Corpora—0
Classifier Stacking for Native Language Identification—0
Vector Space Model as Cognitive Space for Text Classification—0
Language Identification Using Deep Convolutional Recurrent Neural NetworksCode0
Lump at SemEval-2017 Task 1: Towards an Interlingua Semantic Similarity—0
Can string kernels pass the test of time in Native Language Identification?—0
All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media—0
Native Language Identification on Text and Speech—0
Open-Set Language Identification—0
Incorporating Dialectal Variability for Socially Equitable Language Identification—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