SOTAVerified

Language Identification

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

Papers

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Showing 651–660 of 794 papers

TitleStatusHype
Decoding Anagrammed Texts Written in an Unknown Language and Script—0
POS Tagging of Hindi-English Code Mixed Text from Social Media: Some Machine Learning Experiments—0
A language model based approach towards large scale and lightweight language identification systems—0
Automatic Classification of Spoken Languages using Diverse Acoustic Features—0
Automatic Dialect Detection in Arabic Broadcast SpeechCode0
Feature Extraction for Native Language Identification Using Language Modeling—0
Norwegian Native Language Identification—0
Discriminating between Similar Languages Using PPM—0
Overview of the DSL Shared Task 2015—0
Language Identification using Classifier Ensembles—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