SOTAVerified

Language Identification

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

Papers

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Showing 711–720 of 794 papers

TitleStatusHype
A survey on phrase structure learning methods for text classification—0
DKPro TC: A Java-based Framework for Supervised Learning Experiments on Textual Data—0
Does the Phonology of L1 Show Up in L2 Texts?—0
Short-Term Projects, Long-Term Benefits: Four Student NLP Projects for Low-Resource Languages—0
Unsupervised Feature Learning for Visual Sign Language Identification—0
AUTOMATIC LANGUAGE IDENTIFICATION USING DEEP NEURAL NETWORKS—0
SwissAdmin: A multilingual tagged parallel corpus of press releases—0
Improving the exploitation of linguistic annotations in ELAN—0
KoKo: an L1 Learner Corpus for German—0
Statistical Analysis of Multilingual Text Corpus and Development of Language Models—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