SOTAVerified

Language Identification

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

Papers

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Showing 381–390 of 794 papers

TitleStatusHype
Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines—0
A Shallow Neural Network for Native Language Identification with Character N-grams—0
A Mandarin-English Code-Switching Corpus—0
Fine-grained Language Identification with Multilingual CapsNet Model—0
JCT at SemEval-2020 Task 12: Offensive Language Detection in Tweets Using Preprocessing Methods, Character and Word N-grams—0
Joint Approach to Deromanization of Code-mixed Texts—0
Joint Language Identification of Code-Switching Speech using Attention based E2E Network—0
CIC-FBK Approach to Native Language Identification—0
Joint unsupervised and supervised learning for context-aware language identification—0
Findings of the VarDial Evaluation Campaign 2021—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