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Language Identification

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

Papers

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Showing 621–630 of 794 papers

TitleStatusHype
Uralic Language Identification (ULI) 2020 shared task dataset and the Wanca 2017 corpus—0
Uralic Language Identification (ULI) 2020 shared task dataset and the Wanca 2017 corpora—0
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors—0
Using Classifier Features to Determine Language Transfer on Morphemes—0
Using Maximum Entropy Models to Discriminate between Similar Languages and Varieties—0
Using N-gram and Word Network Features for Native Language Identification—0
Using Other Learner Corpora in the 2013 NLI Shared Task—0
Using Shallow Syntactic Features to Measure Influences of L1 and Proficiency Level in EFL Writings—0
Using Social Networks to Improve Language Variety Identification with Neural Networks—0
Utterance-level end-to-end language identification using attention-based CNN-BLSTM—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