SOTAVerified

Language Identification

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

Papers

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Showing 201–210 of 794 papers

TitleStatusHype
DeepAnalyzer at SemEval-2019 Task 6: A deep learning-based ensemble method for identifying offensive tweets—0
Deep learning-based end-to-end spoken language identification system for domain-mismatched scenario—0
A Federated Learning Approach to Privacy Preserving Offensive Language Identification—0
DELab@IIITSM at ICON-2021 Shared Task: Identification of Aggression and Biasness Using Decision Tree—0
A Dataset and Classifier for Recognizing Social Media English—0
Detecting Code-Switching in a Multilingual Alpine Heritage Corpus—0
Accurate Pinyin-English Codeswitched Language Identification—0
Detection of Similar Languages and Dialects Using Deep Supervised Autoencoder—0
Detect Language of Transliterated Texts—0
Cross-lingual Inductive Transfer to Detect Offensive 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