SOTAVerified

Language Identification

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

Papers

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Showing 51–75 of 794 papers

TitleStatusHype
A Federated Learning Approach to Privacy Preserving Offensive Language Identification—0
A Dataset and Classifier for Recognizing Social Media English—0
A Novel Learnable Dictionary Encoding Layer for End-to-End Language Identification—0
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective—0
An Unsupervised Morphological Criterion for Discriminating Similar Languages—0
A Perplexity-Based Method for Similar Languages Discrimination—0
A Portuguese Native Language Identification Dataset—0
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification—0
A Pre-trained Transformer and CNN Model with Joint Language ID and Part-of-Speech Tagging for Code-Mixed Social-Media Text—0
Arabic Dialect Identification in the Context of Bivalency and Code-Switching—0
Arabic Language WEKA-Based Dialect Classifier for Arabic Automatic Speech Recognition Transcripts—0
Arabic Native Language Identification—0
Anglicized Words and Misspelled Cognates in Native Language Identification—0
A survey on phrase structure learning methods for text classification—0
A Text-to-Text Model for Multilingual Offensive Language Identification—0
A Turkish-German Code-Switching Corpus—0
An Exploratory Analysis of the Relation Between Offensive Language and Mental Health—0
A Neural Model for Language Identification in Code-Switched Tweets—0
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text—0
An Attention Based Neural Network for Code Switching Detection: English & Roman Urdu—0
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles—0
Adversarial Training for Multilingual Acoustic Modeling—0
Adaptation de domaine non supervis\'ee pour la reconnaissance de la langue par r\'egularisation d'un r\'eseau de neurones (Unsupervised domain adaptation for language identification by regularization of a neural network)—0
Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance—0
Analysis of Named Entity Recognition and Linking for Tweets—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