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
RoBERTweet: A BERT Language Model for Romanian Tweets—0
Leveraging Language Identification to Enhance Code-Mixed Text Classification—0
Label Aware Speech Representation Learning For Language Identification—0
Spoken Language Identification System for English-Mandarin Code-Switching Child-Directed SpeechCode0
MERLIon CCS Challenge Evaluation PlanCode0
Simple yet Effective Code-Switching Language Identification with Multitask Pre-Training and Transfer Learning—0
MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarizationCode0
Investigating model performance in language identification: beyond simple error statisticsCode0
Script Normalization for Unconventional Writing of Under-Resourced Languages in Bilingual CommunitiesCode0
LIMIT: Language Identification, Misidentification, and Translation using Hierarchical Models in 350+ LanguagesCode0
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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