SOTAVerified

Language Identification

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

Papers

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Showing 611–620 of 794 papers

TitleStatusHype
Universal and non-universal text statistics: Clustering coefficient for language identification—0
Universal Dependencies Treebank for Tatar: Incorporating Intra-Word Code-Switching Information—0
Unravelling Interlanguage Facts via Explainable Machine Learning—0
Unsupervised Code-Switching for Multilingual Historical Document Transcription—0
Unsupervised Deep Language and Dialect Identification for Short Texts—0
Unsupervised Feature Learning for Visual Sign Language Identification—0
Unsupervised neural adaptation model based on optimal transport for spoken language identification—0
Unsupervised Personality-Aware Language Identification—0
Unsupervised Preference-Aware Language Identification—0
UNT Linguistics at SemEval-2020 Task 12: Linear SVC with Pre-trained Word Embeddings as Document Vectors and Targeted Linguistic Features—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