SOTAVerified

Language Identification

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

Papers

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Showing 471–480 of 794 papers

TitleStatusHype
Native Language Identification With Classifier Stacking and Ensembles—0
Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set—0
Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture—0
Punctuation as Native Language Interference—0
IIT (BHU) System for Indo-Aryan Language Identification (ILI) at VarDial 2018—0
Deep Models for Arabic Dialect Identification on Benchmarked Data—0
Neural Network Architectures for Arabic Dialect Identification—0
HeLI-based Experiments in Discriminating Between Dutch and Flemish Subtitles—0
HeLI-based Experiments in Swiss German Dialect Identification—0
Aggressive Language Identification Using Word Embeddings and Sentiment FeaturesCode0
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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