SOTAVerified

Language Identification

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

Papers

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Showing 461–470 of 794 papers

TitleStatusHype
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
Joint unsupervised and supervised learning for context-aware language identification—0
JUNLP@DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Langauges—0
KanCMD: Kannada CodeMixed Dataset for Sentiment Analysis and Offensive Language Detection—0
Hope Speech Detection: A Computational Analysis of the Voice of Peace—0
KoKo: an L1 Learner Corpus for German—0
KS@LTH at SemEval-2020 Task 12: Fine-tuning Multi- and Monolingual Transformer Models for Offensive Language Detection—0
Label Aware Speech Representation Learning For 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