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
Building Dialectal Arabic Corpora—0
Native Language Identification using Phonetic Algorithms—0
Neural Networks and Spelling Features for Native Language Identification—0
Native Language Identification Using a Mixture of Character and Word N-grams—0
The Power of Character N-grams in Native Language Identification—0
CIC-FBK Approach to Native Language Identification—0
A deep-learning based native-language classification by using a latent semantic analysis for the NLI Shared Task 2017—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