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Language Identification

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

Papers

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Showing 276–300 of 794 papers

TitleStatusHype
indicnlp@ kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian LanguagesCode0
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian LanguagesCode0
A reproduction of Apple's bi-directional LSTM models for language identification in short stringsCode1
SJ_AJ@DravidianLangTech-EACL2021: Task-Adaptive Pre-Training of Multilingual BERT models for Offensive Language IdentificationCode0
Can Sequence-to-Sequence Models Crack Substitution Ciphers?—0
Language Identification of Devanagari Poems—0
Unsupervised neural adaptation model based on optimal transport for spoken language identification—0
Exploring wav2vec 2.0 on speaker verification and language identification—0
Discriminating Between Similar Nordic LanguagesCode0
Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification SystemsCode1
Uralic Language Identification (ULI) 2020 shared task dataset and the Wanca 2017 corpora—0
A Report on the VarDial Evaluation Campaign 2020—0
Challenges in Neural Language Identification: NRC at VarDial 2020—0
Detection of Similar Languages and Dialects Using Deep Supervised Autoencoder—0
Leveraging Latent Representations of Speech for Indian Language Identification—0
Sentiment Analysis of English-Punjabi Code-Mixed Social Media Content—0
Language Identification and Normalization of Code Mixed English and Punjabi Text—0
Native-Language Identification with Attention—0
KanCMD: Kannada CodeMixed Dataset for Sentiment Analysis and Offensive Language Detection—0
A Deep Generative Approach to Native Language Identification—0
Unsupervised Deep Language and Dialect Identification for Short Texts—0
STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++Code0
AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning—0
BRUMS at SemEval-2020 Task 12: Transformer Based Multilingual Offensive Language Identification in Social Media—0
Pin\_cod\_ at SemEval-2020 Task 12: Injecting Lexicons into Bidirectional Long Short-Term Memory Networks to Detect Turkish Offensive 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