SOTAVerified

Language Identification

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

Papers

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Showing 401–425 of 794 papers

TitleStatusHype
Universal and non-universal text statistics: Clustering coefficient for language identification—0
Short Text Language Identification for Under Resourced LanguagesCode0
Multilingual Grammar Induction with Continuous Language Identification—0
Normalization of Indonesian-English Code-Mixed Twitter Data—0
Word-level Embeddings for Cross-Task Transfer Learning in Speech ProcessingCode0
Signal Combination for Language Identification—0
Language Identification on Massive Datasets of Short Message using an Attention Mechanism CNN—0
Spoken Language Identification using ConvNets—0
Overview for the Second Shared Task on Language Identification in Code-Switched Data—0
Hope Speech Detection: A Computational Analysis of the Voice of Peace—0
From English to Code-Switching: Transfer Learning with Strong Morphological CluesCode0
Topics to Avoid: Demoting Latent Confounds in Text ClassificationCode0
Towards Ethical Content-Based Detection of Online Influence CampaignsCode0
Two-stage Training for Chinese Dialect Recognition—0
Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition—0
Regression or classification? Automated Essay Scoring for Norwegian—0
Anglicized Words and Misspelled Cognates in Native Language Identification—0
Joint Language Identification of Code-Switching Speech using Attention based E2E Network—0
Adversarial Training for Multilingual Acoustic Modeling—0
Naive Bayes and BiLSTM Ensemble for Discriminating between Mainland and Taiwan Variation of Mandarin Chinese—0
A Report on the Third VarDial Evaluation Campaign—0
Improving Cuneiform Language Identification with BERT—0
Language Discrimination and Transfer Learning for Similar Languages: Experiments with Feature Combinations and Adaptation—0
Discriminating between Mandarin Chinese and Swiss-German varieties using adaptive language models—0
Joint Approach to Deromanization of Code-mixed Texts—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