SOTAVerified

Language Identification

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

Papers

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Showing 621–630 of 794 papers

TitleStatusHype
Codeswitching language identification using Subword Information Enriched Word Vectors—0
Part-of-speech Tagging of Code-Mixed Social Media Text—0
Language Identification in Code-Switched Text Using Conditional Random Fields and Babelnet—0
Multilingual Code-switching Identification via LSTM Recurrent Neural Networks—0
Accurate Pinyin-English Codeswitched Language Identification—0
Columbia-Jadavpur submission for EMNLP 2016 Code-Switching Workshop Shared Task: System description—0
Simple Tools for Exploring Variation in Code-switching for Linguists—0
Building a learner corpus for Russian—0
Fluency detection on communication networks—0
Challenges of Computational Processing of Code-Switching—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