SOTAVerified

Language Identification

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

Papers

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Showing 681–690 of 794 papers

TitleStatusHype
Word-level Language Identification in Bi-lingual Code-switched Texts—0
Identifying Languages at the Word Level in Code-Mixed Indian Social Media Text—0
Finnish Native Language Identification—0
Analysis of Named Entity Recognition and Linking for Tweets—0
Overview for the First Shared Task on Language Identification in Code-Switched Data—0
The IUCL+ System: Word-Level Language Identification via Extended Markov Models—0
Detecting Code-Switching in a Multilingual Alpine Heritage Corpus—0
Word-level Language Identification using CRF: Code-switching Shared Task Report of MSR India System—0
Can characters reveal your native language? A language-independent approach to native language identification—0
Code Mixing: A Challenge for Language Identification in the Language of Social Media—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