SOTAVerified

Language Identification

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

Papers

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Showing 191–200 of 794 papers

TitleStatusHype
Challenges in Neural Language Identification: NRC at VarDial 2020—0
cs@DravidianLangTech-EACL2021: Offensive Language Identification Based On Multilingual BERT Model—0
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages—0
Curriculum Design for Code-switching: Experiments with Language Identification and Language Modeling with Deep Neural Networks—0
A Report on the VarDial Evaluation Campaign 2020—0
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets—0
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach—0
Data Filtering using Cross-Lingual Word Embeddings—0
DCU-UVT: Word-Level Language Classification with Code-Mixed Data—0
Ceasing hate withMoH: Hate Speech Detection in Hindi-English Code-Switched Language—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