SOTAVerified

Language Identification

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

Papers

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Showing 291–300 of 794 papers

TitleStatusHype
CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts—0
Attention-Guided Adaptation for Code-Switching Speech Recognition—0
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling—0
Cognitive Computing to Optimize IT Services—0
A Text-to-Text Model for Multilingual Offensive Language Identification—0
Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada—0
Active learning and negative evidence for language identification—0
Accurate Language Identification of Twitter Messages—0
Cognate and Misspelling Features for Natural Language Identification—0
Codewithzichao@DravidianLangTech-EACL2021: Exploring Multilingual Transformers for Offensive Language Identification on Code Mixing 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