SOTAVerified

Language Identification

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

Papers

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Showing 451–460 of 794 papers

TitleStatusHype
Insights into End-to-End Learning Scheme for Language Identification—0
Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching—0
Investigating Machine Learning Methods for Language and Dialect Identification of Cuneiform Texts—0
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions—0
IR3218-UI at SemEval-2020 Task 12: Emoji Effects on Offensive Language IdentifiCation—0
IRLab\_DAIICT at SemEval-2020 Task 12: Machine Learning and Deep Learning Methods for Offensive Language Identification—0
IRlab@IITV at SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media Using SVM—0
IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL—0
Is Attention always needed? A Case Study on Language Identification from Speech—0
Iterative Language Model Adaptation for Indo-Aryan Language Identification—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