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
Short-Term Projects, Long-Term Benefits: Four Student NLP Projects for Low-Resource Languages—0
Unsupervised Feature Learning for Visual Sign Language Identification—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
AUTOMATIC LANGUAGE IDENTIFICATION USING DEEP NEURAL NETWORKS—0
Facing the Identification Problem in Language-Related Scientific Data Analysis.—0
VarClass: An Open-source Language Identification Tool for Language Varieties—0
KoKo: an L1 Learner Corpus for German—0
Vocabulary-Based Language Similarity using Web Corpora—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