SOTAVerified

Language Identification

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

Papers

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Showing 721–730 of 794 papers

TitleStatusHype
Automatic language identity tagging on word and sentence-level in multilingual text sources: a case-study on Luxembourgish—0
SwissAdmin: A multilingual tagged parallel corpus of press releases—0
TweetCaT: a tool for building Twitter corpora of smaller languagesCode0
The MERLIN corpus: Learner language and the CEFR—0
Improving the exploitation of linguistic annotations in ELAN—0
TLAXCALA: a multilingual corpus of independent news—0
Finding Romanized Arabic Dialect in Code-Mixed Tweets—0
Native Language Identification Using Large, Longitudinal Data—0
Statistical Analysis of Multilingual Text Corpus and Development of Language Models—0
GlobalPhone: Pronunciation Dictionaries in 20 Languages—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