SOTAVerified

Language Identification

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

Papers

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Showing 701–710 of 794 papers

TitleStatusHype
Language Transfer Hypotheses with Linear SVM Weights—0
Non-linear Mapping for Improved Identification of 1300+ Languages—0
Exploring Syntactic Features for Native Language Identification: A Variationist Perspective on Feature Encoding and Ensemble Optimization—0
Language Family Relationship Preserved in Non-native English—0
A Report on the DSL Shared Task 2014—0
Experiments in Sentence Language Identification with Groups of Similar Languages—0
Using Maximum Entropy Models to Discriminate between Similar Languages and Varieties—0
The NRC System for Discriminating Similar Languages—0
Exploring Methods and Resources for Discriminating Similar Languages—0
Subsegmental language detection in Celtic language text—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