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
Improving Native Language Identification by Using Spelling Errors—0
Incorporating Dialectal Variability for Socially Equitable Language Identification—0
Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English—0
Phone-aware Neural Language Identification—0
Phonetic Temporal Neural Model for Language Identification—0
Machine Learning for Rhetorical Figure Detection: More Chiasmus with Less Annotation—0
Evaluation of language identification methods using 285 languages—0
Learning with learner corpora: Using the TLE for native language identification—0
Joint UD Parsing of Norwegian Bokm and NynorskCode0
Identification of Languages in Algerian Arabic Multilingual Documents—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