SOTAVerified

Language Identification

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

Papers

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Showing 421–430 of 794 papers

TitleStatusHype
A Report on the Third VarDial Evaluation Campaign—0
Improving Cuneiform Language Identification with BERT—0
Language Discrimination and Transfer Learning for Similar Languages: Experiments with Feature Combinations and Adaptation—0
Discriminating between Mandarin Chinese and Swiss-German varieties using adaptive language models—0
Joint Approach to Deromanization of Code-mixed Texts—0
TwistBytes - Identification of Cuneiform Languages and German Dialects at VarDial 2019—0
BNU-HKBU UIC NLP Team 2 at SemEval-2019 Task 6: Detecting Offensive Language Using BERT model—0
DeepAnalyzer at SemEval-2019 Task 6: A deep learning-based ensemble method for identifying offensive tweets—0
ConvAI at SemEval-2019 Task 6: Offensive Language Identification and Categorization with Perspective and BERT—0
SSN\_NLP at SemEval-2019 Task 6: Offensive Language Identification in Social Media using Traditional and Deep Machine Learning Approaches—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