SOTAVerified

Language Identification

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

Papers

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Showing 741–750 of 794 papers

TitleStatusHype
Text segmentation for Language Identification in Greek Forums—0
Categorization of Turkish News Documents with Morphological Analysis—0
Crawling microblogging services to gather language-classified URLs. Workflow and case studyCode0
Wordnet-Based Cross-Language Identification of Semantic Relations—0
Reconstructing an Indo-European Family Tree from Non-native English Texts—0
Extracting the Native Language Signal for Second Language Acquisition—0
Combining Shallow and Linguistically Motivated Features in Native Language Identification—0
Discriminating Non-Native English with 350 Words—0
From Language to Family and Back: Native Language and Language Family Identification from English Text—0
Native Language Identification with PPM—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