SOTAVerified

Language Identification

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

Papers

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Showing 726–750 of 794 papers

TitleStatusHype
TweetCaT: a tool for building Twitter corpora of smaller languagesCode0
Native Language Identification Using Large, Longitudinal Data—0
Finding Romanized Arabic Dialect in Code-Mixed Tweets—0
VarClass: An Open-source Language Identification Tool for Language Varieties—0
Vocabulary-Based Language Similarity using Web Corpora—0
Facing the Identification Problem in Language-Related Scientific Data Analysis.—0
Bootstrapping a historical commodities lexicon with SKOS and DBpedia—0
Chinese Native Language Identification—0
bs,hr,srWaC - Web Corpora of Bosnian, Croatian and Serbian—0
Accurate Language Identification of Twitter Messages—0
Automatic Detection and Language Identification of Multilingual Documents—0
Automatic Identification of Learners' Language Background Based on Their Writing in Czech—0
Word Level Language Identification in Online Multilingual Communication—0
The Mysterious Letter J—0
Linguistic Profiling of Texts Across Textual Genres and Readability Levels. An Exploratory Study on Italian Fictional Prose—0
Text segmentation for Language Identification in Greek Forums—0
Categorization of Turkish News Documents with Morphological Analysis—0
Crawling microblogging services to gather language-classified URLs. Workflow and case studyCode0
Wordnet-Based Cross-Language Identification of Semantic Relations—0
Reconstructing an Indo-European Family Tree from Non-native English Texts—0
Extracting the Native Language Signal for Second Language Acquisition—0
Combining Shallow and Linguistically Motivated Features in Native Language Identification—0
Discriminating Non-Native English with 350 Words—0
From Language to Family and Back: Native Language and Language Family Identification from English Text—0
Native Language Identification with PPM—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