SOTAVerified

Language Identification

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

Papers

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Showing 771–780 of 794 papers

TitleStatusHype
Labeling the Languages of Words in Mixed-Language Documents using Weakly Supervised Methods—0
Extracting the Native Language Signal for Second Language Acquisition—0
Robust, Lexicalized Native Language Identification—0
Efficient Discrimination Between Closely Related Languages—0
Native Tongues, Lost and Found: Resources and Empirical Evaluations in Native Language Identification—0
Native Language Identification using Recurring n-grams -- Investigating Abstraction and Domain Dependence—0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
Exploring Adaptor Grammars for Native Language Identification—0
Characterizing Stylistic Elements in Syntactic Structure—0
langid.py: An Off-the-shelf Language Identification Tool—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