SOTAVerified

Language Identification

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

Papers

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Showing 471–480 of 794 papers

TitleStatusHype
Labeling of Query Words using Conditional Random Field—0
Labeling the Languages of Words in Mixed-Language Documents using Weakly Supervised Methods—0
LAMASSU: Streaming Language-Agnostic Multilingual Speech Recognition and Translation Using Neural Transducers—0
langid.py: An Off-the-shelf Language Identification Tool—0
Language and Dialect Discrimination Using Compression-Inspired Language Models—0
Language and Dialect Identification of Cuneiform Texts—0
Language and the Shifting Sands of Domain, Space and Time (Invited Talk)—0
Language Clustering for Multilingual Named Entity Recognition—0
Language Detection for Transliterated Content—0
Language Discrimination and Transfer Learning for Similar Languages: Experiments with Feature Combinations and Adaptation—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