SOTAVerified

Language Identification

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

Papers

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Showing 701–725 of 794 papers

TitleStatusHype
From N-grams to Pre-trained Multilingual Models For Language IdentificationCode0
Using Language Learner Data for Metaphor DetectionCode0
Comparing the Performance of CNNs and Shallow Models for Language IdentificationCode0
AdelaideCyC at SemEval-2020 Task 12: Ensemble of Classifiers for Offensive Language Detection in Social MediaCode0
Aggressive Language Identification Using Word Embeddings and Sentiment FeaturesCode0
Unsupervised Preference-Aware Language IdentificationCode0
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)Code0
GeezSwitch: Language Identification in Typologically Related Low-resourced East African LanguagesCode0
What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy ConditionsCode0
Discriminating Between Similar Nordic LanguagesCode0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic LanguagesCode0
Geographic Adaptation of Pretrained Language ModelsCode0
Geographically-Informed Language IdentificationCode0
Ghmerti at SemEval-2019 Task 6: A Deep Word- and Character-based Approach to Offensive Language IdentificationCode0
The WiLI benchmark dataset for written language identificationCode0
FBK-DH at SemEval-2020 Task 12: Using Multi-channel BERT for Multilingual Offensive Language DetectionCode0
Enhance Language Identification using Dual-mode Model with Knowledge DistillationCode0
Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of MarathiCode0
UPV at CheckThat! 2021: Mitigating Cultural Differences for Identifying Multilingual Check-worthy ClaimsCode0
Predicting the Type and Target of Offensive Posts in Social MediaCode0
Predicting the Type and Target of Offensive Social Media Posts in MarathiCode0
Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language DetectionCode0
HeLI, a Word-Based Backoff Method for Language IdentificationCode0
A Semisupervised Approach for Language Identification based on Ladder NetworksCode0
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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