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
Linguistic Profiling based on General--purpose Features and Native Language Identification—0
Labeling the Languages of Words in Mixed-Language Documents using Weakly Supervised Methods—0
VTEX System Description for the NLI 2013 Shared Task—0
Maximizing Classification Accuracy in Native Language Identification—0
Feature Space Selection and Combination for Native Language Identification—0
Cognate and Misspelling Features for Natural Language Identification—0
Improving Native Language Identification with TF-IDF Weighting—0
LIMSI's participation to the 2013 shared task on Native Language Identification—0
Exploring Syntactic Representations for Native Language Identification—0
Feature Engineering in the NLI Shared Task 2013: Charles University Submission Report—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