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Language Identification

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

Papers

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Showing 531–540 of 794 papers

TitleStatusHype
Automatic Language Identification in Texts: A SurveyCode0
Automated essay scoring with string kernels and word embeddings—0
Universal Dependency Parsing for Hindi-English Code-switchingCode0
Automatic Language Identification System for Hindi and Magahi—0
Insights into End-to-End Learning Scheme for Language Identification—0
A Novel Learnable Dictionary Encoding Layer for End-to-End Language Identification—0
Automatic Identification of Closely-related Indian Languages: Resources and Experiments—0
Language Identification of Bengali-English Code-Mixed data using Character & Phonetic based LSTM Models—0
The WiLI benchmark dataset for written language identificationCode0
Methods for Spoken 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