SOTAVerified

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
Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance—0
Comparing Approaches to Dravidian Language Identification—0
A Two-level Classifier for Discriminating Similar Languages—0
ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Task at ICON-2021—0
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing—0
A Twitter BERT Approach for Offensive Language Detection in Marathi—0
Analysis of Named Entity Recognition and Linking for Tweets—0
Adversarial synthesis based data-augmentation for code-switched spoken language identification—0
Combining Textual and Speech Features in the NLI Task Using State-of-the-Art Machine Learning Techniques—0
Combining Shallow and Linguistically Motivated Features in Native Language Identification—0
A Turkish-German Code-Switching Corpus—0
Columbia-Jadavpur submission for EMNLP 2016 Code-Switching Workshop Shared Task: System description—0
Attentive Temporal Pooling for Conformer-based Streaming Language Identification in Long-form Speech—0
A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets—0
Collecting Code-Switched Data from Social Media—0
CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts—0
Attention-Guided Adaptation for Code-Switching Speech Recognition—0
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling—0
Cognitive Computing to Optimize IT Services—0
A Text-to-Text Model for Multilingual Offensive Language Identification—0
Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada—0
Active learning and negative evidence for language identification—0
Accurate Language Identification of Twitter Messages—0
Cognate and Misspelling Features for Natural Language Identification—0
Codewithzichao@DravidianLangTech-EACL2021: Exploring Multilingual Transformers for Offensive Language Identification on Code Mixing Text—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