SOTAVerified

Language Identification

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

Papers

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Showing 391–400 of 794 papers

TitleStatusHype
LT@Helsinki at SemEval-2020 Task 12: Multilingual or language-specific BERT?—0
LUC at ComMA-2021 Shared Task: Multilingual Gender Biased and Communal Language Identification without using linguistic features—0
Lump at SemEval-2017 Task 1: Towards an Interlingua Semantic Similarity—0
Machine Learning Based Source Code Classification Using Syntax Oriented Features—0
Machine Learning for Rhetorical Figure Detection: More Chiasmus with Less Annotation—0
Malayalam Sign Language Identification using Finetuned YOLOv8 and Computer Vision Techniques—0
Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models—0
Mapping Languages: The Corpus of Global Language Use—0
MASR: Multi-label Aware Speech Representation—0
Maximizing Classification Accuracy in Native 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