SOTAVerified

Language Identification

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

Papers

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Showing 611–620 of 794 papers

TitleStatusHype
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
ASIREM Participation at the Discriminating Similar Languages Shared Task 2016—0
Translationese: Between Human and Machine Translation—0
Experimental Study of Vowels in Nagamese, Ao and Lotha: Languages of Nagaland—0
Comparing Two Basic Methods for Discriminating Between Similar Languages and Varieties—0
Multi-Language Identification Using Convolutional Recurrent Neural Network—0
Accurate Pinyin-English Codeswitched Language Identification—0
Building a learner corpus for Russian—0
The Howard University System Submission for the Shared Task in Language Identification in Spanish-English Codeswitching—0
Word-Level Language Identification and Predicting Codeswitching Points in Swahili-English Language Data—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