SOTAVerified

Language Identification

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

Papers

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Showing 571–580 of 794 papers

TitleStatusHype
The French-Algerian Code-Switching Triggered audio corpus (FACST)—0
The futility of STILTs for the classification of lexical borrowings in Spanish—0
The Howard University System Submission for the Shared Task in Language Identification in Spanish-English Codeswitching—0
The ILSP/ARC submission to the WMT 2016 Bilingual Document Alignment Shared Task—0
The IUCL+ System: Word-Level Language Identification via Extended Markov Models—0
The Jinan Chinese Learner Corpus—0
The MERLIN corpus: Learner language and the CEFR—0
The Mysterious Letter J—0
The NRC System for Discriminating Similar Languages—0
The Obscure Limitation of Modular Multilingual Language Models—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