SOTAVerified

Language Identification

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

Papers

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Showing 581–590 of 794 papers

TitleStatusHype
Twitter Language Identification Of Similar Languages And Dialects Without Ground Truth—0
Exploring Lexical and Syntactic Features for Language Variety Identification—0
A Code-Switching Corpus of Turkish-German Conversations—0
When Sparse Traditional Models Outperform Dense Neural Networks: the Curious Case of Discriminating between Similar Languages—0
Discriminating between Similar Languages with Word-level Convolutional Neural Networks—0
Evaluating HeLI with Non-Linear Mappings—0
A Perplexity-Based Method for Similar Languages Discrimination—0
Identification of Languages in Algerian Arabic Multilingual Documents—0
T\"ubingen system in VarDial 2017 shared task: experiments with language identification and cross-lingual parsing—0
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects—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