SOTAVerified

Language Identification

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

Papers

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Showing 41–50 of 794 papers

TitleStatusHype
Albanian Language Identification in Text Documents—0
A deep-learning based native-language classification by using a latent semantic analysis for the NLI Shared Task 2017—0
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification—0
A language model based approach towards large scale and lightweight language identification systems—0
A Deep Generative Approach to Native Language Identification—0
A Code-Switching Corpus of Turkish-German Conversations—0
Addition of Code Mixed Features to Enhance the Sentiment Prediction of Song Lyrics—0
Accurate Pinyin-English Codeswitched Language Identification—0
A Federated Learning Approach to Privacy Preserving Offensive Language Identification—0
A Dataset and Classifier for Recognizing Social Media English—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