SOTAVerified

Language Identification

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

Papers

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Showing 421–430 of 794 papers

TitleStatusHype
MUM at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using Supervised Learning Approaches—0
My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks—0
NAIST at the NLI 2013 Shared Task—0
Naive Bayes and BiLSTM Ensemble for Discriminating between Mainland and Taiwan Variation of Mandarin Chinese—0
Named Entity Recognition on Code-Switched Data Using Conditional Random Fields—0
Native Language Identification: A Key N-gram Category Approach—0
Native Language Identification and Reconstruction of Native Language Relationship Using Japanese Learner Corpus—0
Native Language Identification: a Simple n-gram Based Approach—0
Native Language Identification on Text and Speech—0
Native Language Identification using Recurring n-grams -- Investigating Abstraction and Domain Dependence—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