SOTAVerified

Language Identification

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

Papers

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Showing 281–290 of 794 papers

TitleStatusHype
A Twitter BERT Approach for Offensive Language Detection in Marathi—0
Analysis of Named Entity Recognition and Linking for Tweets—0
Adversarial synthesis based data-augmentation for code-switched spoken language identification—0
Combining Textual and Speech Features in the NLI Task Using State-of-the-Art Machine Learning Techniques—0
Combining Shallow and Linguistically Motivated Features in Native Language Identification—0
A Turkish-German Code-Switching Corpus—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
A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets—0
Collecting Code-Switched Data from Social Media—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