SOTAVerified

Language Identification

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

Papers

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Showing 121–130 of 794 papers

TitleStatusHype
Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization—0
A Twitter BERT Approach for Offensive Language Detection in Marathi—0
SOLD: Sinhala Offensive Language DatasetCode1
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective—0
Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts—0
Predicting the Type and Target of Offensive Social Media Posts in MarathiCode0
Overview of the HASOC Subtrack at FIRE 2022: Offensive Language Identification in Marathi—0
Scaling Native Language Identification with Transformer Adapters—0
CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts—0
Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models—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