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
TLAXCALA: a multilingual corpus of independent news—0
Finding Romanized Arabic Dialect in Code-Mixed Tweets—0
Native Language Identification Using Large, Longitudinal Data—0
Statistical Analysis of Multilingual Text Corpus and Development of Language Models—0
GlobalPhone: Pronunciation Dictionaries in 20 Languages—0
The RATS Collection: Supporting HLT Research with Degraded Audio Data—0
bs,hr,srWaC - Web Corpora of Bosnian, Croatian and Serbian—0
Accurate Language Identification of Twitter Messages—0
Bootstrapping a historical commodities lexicon with SKOS and DBpedia—0
Chinese Native Language Identification—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
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
The Mysterious Letter J—0
Wordnet-Based Cross-Language Identification of Semantic Relations—0
Reconstructing an Indo-European Family Tree from Non-native English Texts—0
Categorization of Turkish News Documents with Morphological Analysis—0
Crawling microblogging services to gather language-classified URLs. Workflow and case studyCode0
NAIST at the NLI 2013 Shared Task—0
NLI Shared Task 2013: MQ Submission—0
Cognate and Misspelling Features for Natural Language Identification—0
Native Language Identification with PPM—0
Discriminating Non-Native English with 350 Words—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