SOTAVerified

Language Identification

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

Papers

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Showing 271–280 of 794 papers

TitleStatusHype
Codewithzichao@DravidianLangTech-EACL2021: Exploring Multilingual Transformers for Offensive Language Identification on Code Mixing Text—0
Offensive language identification in Dravidian code mixed social media text—0
Findings of the VarDial Evaluation Campaign 2021—0
IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL—0
SSNCSE_NLP@DravidianLangTech-EACL2021: Offensive Language Identification on Multilingual Code Mixing Text—0
JUNLP@DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Langauges—0
Spartans@LT-EDI-EACL2021: Inclusive Speech Detection using Pretrained Language Models—0
Findings of the Shared Task on Offensive Language Identification in Tamil, Malayalam, and Kannada—0
Comparing Approaches to Dravidian Language Identification—0
An Attention Based Neural Network for Code Switching Detection: English & Roman Urdu—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