SOTAVerified

Language Identification

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

Papers

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Showing 441–450 of 794 papers

TitleStatusHype
Improving Native Language Identification by Using Spelling Errors—0
Improving Native Language Identification with TF-IDF Weighting—0
Improving the accuracy of pronunciation lexicon using Naive Bayes classifier with character n-gram as feature: for language classified pronunciation lexicon generation—0
Improving the Character Ngram Model for the DSL Task with BM25 Weighting and Less Frequently Used Feature Sets—0
Improving the exploitation of linguistic annotations in ELAN—0
Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set—0
Incorporating Dialectal Variability for Socially Equitable Language Identification—0
Incremental N-gram Approach for Language Identification in Code-Switched Text—0
Indonesian-English Code-Switching Speech Synthesizer Utilizing Multilingual STEN-TTS and Bert LID—0
Influence of Mother Tongue on English Accent—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