SOTAVerified

Language Identification

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

Papers

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Showing 761–770 of 794 papers

TitleStatusHype
Using Other Learner Corpora in the 2013 NLI Shared Task—0
Linguistic Profiling based on General--purpose Features and Native Language Identification—0
Feature Space Selection and Combination for Native Language Identification—0
VTEX System Description for the NLI 2013 Shared Task—0
Feature Engineering in the NLI Shared Task 2013: Charles University Submission Report—0
Experimental Results on the Native Language Identification Shared Task—0
Recognizing English Learners' Native Language from Their Writings—0
Maximizing Classification Accuracy in Native Language Identification—0
Exploring Syntactic Representations for Native Language Identification—0
From Language to Family and Back: Native Language and Language Family Identification from English Text—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