SOTAVerified

Language Identification

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

Papers

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Showing 481–490 of 794 papers

TitleStatusHype
Part-of-speech Tagging of Code-mixed Social Media Content: Pipeline, Stacking and Joint Modelling—0
Part-of-speech Tagging of Code-Mixed Social Media Text—0
PGSG at SemEval-2020 Task 12: BERT-LSTM with Tweets' Pretrained Model and Noisy Student Training Method—0
Phone-aware Neural Language Identification—0
Phonetic Temporal Neural Model for Language Identification—0
Pin\_cod\_ at SemEval-2020 Task 12: Injecting Lexicons into Bidirectional Long Short-Term Memory Networks to Detect Turkish Offensive Tweets—0
POS Tagging of English-Hindi Code-Mixed Social Media Content—0
POS Tagging of Hindi-English Code Mixed Text from Social Media: Some Machine Learning Experiments—0
Predicting Code-switching in Multilingual Communication for Immigrant Communities—0
Predicting Foreign Language Usage from English-Only Social Media Posts—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