SOTAVerified

Language Identification

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

Papers

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Showing 201–225 of 794 papers

TitleStatusHype
DeepAnalyzer at SemEval-2019 Task 6: A deep learning-based ensemble method for identifying offensive tweets—0
Deep learning-based end-to-end spoken language identification system for domain-mismatched scenario—0
Automatic discovery of Latin syntactic changes—0
DELab@IIITSM at ICON-2021 Shared Task: Identification of Aggression and Biasness Using Decision Tree—0
Anglicized Words and Misspelled Cognates in Native Language Identification—0
Detecting Code-Switching in a Multilingual Alpine Heritage Corpus—0
A Federated Learning Approach to Privacy Preserving Offensive Language Identification—0
Detection of Similar Languages and Dialects Using Deep Supervised Autoencoder—0
Detect Language of Transliterated Texts—0
Developing Language-tagged Corpora for Code-switching Tweets—0
A Dataset and Classifier for Recognizing Social Media English—0
Development of Text and Speech database for Hindi and Indian English specific to Mobile Communication environment—0
Dialect Diversity in Text Summarization on Twitter—0
Dialects Identification of Armenian Language—0
Accurate Pinyin-English Codeswitched Language Identification—0
Discriminating between Indo-Aryan Languages Using SVM Ensembles—0
Discriminating between Mandarin Chinese and Swiss-German varieties using adaptive language models—0
Discriminating between Similar Languages Using PPM—0
Cross-lingual Inductive Transfer to Detect Offensive Language—0
Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared Task—0
Discriminating between Similar Languages on Imbalanced Conversational Texts—0
Discriminating between Similar Languages with Word-level Convolutional Neural Networks—0
Cross-domain Feature Selection for Language Identification—0
Discriminating Non-Native English with 350 Words—0
Automatic Detection of Sentence Fragments—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