SOTAVerified

Language Identification

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

Papers

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Showing 51–60 of 794 papers

TitleStatusHype
A Federated Learning Approach to Privacy Preserving Offensive Language Identification—0
A Dataset and Classifier for Recognizing Social Media English—0
A Novel Learnable Dictionary Encoding Layer for End-to-End Language Identification—0
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective—0
An Unsupervised Morphological Criterion for Discriminating Similar Languages—0
A Perplexity-Based Method for Similar Languages Discrimination—0
A Portuguese Native Language Identification Dataset—0
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification—0
A Pre-trained Transformer and CNN Model with Joint Language ID and Part-of-Speech Tagging for Code-Mixed Social-Media Text—0
Anglicized Words and Misspelled Cognates 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