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Language Identification

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

Papers

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Showing 161–170 of 794 papers

TitleStatusHype
CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts—0
Collecting Code-Switched Data from Social Media—0
Columbia-Jadavpur submission for EMNLP 2016 Code-Switching Workshop Shared Task: System description—0
Attentive Temporal Pooling for Conformer-based Streaming Language Identification in Long-form Speech—0
Combining Shallow and Linguistically Motivated Features in Native Language Identification—0
Combining Textual and Speech Features in the NLI Task Using State-of-the-Art Machine Learning Techniques—0
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing—0
ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Task at ICON-2021—0
Challenges in Neural Language Identification: NRC at VarDial 2020—0
A Report on the VarDial Evaluation Campaign 2020—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