SOTAVerified

Language Identification

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

Papers

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Showing 576–600 of 794 papers

TitleStatusHype
The Jinan Chinese Learner Corpus—0
The MERLIN corpus: Learner language and the CEFR—0
The Mysterious Letter J—0
The NRC System for Discriminating Similar Languages—0
The Obscure Limitation of Modular Multilingual Language Models—0
The Power of Character N-grams in Native Language Identification—0
The RATS Collection: Supporting HLT Research with Degraded Audio Data—0
The Role of Emotions in Native Language Identification—0
The Story of the Characters, the DNA and the Native Language—0
The Titans at SemEval-2019 Task 6: Offensive Language Identification, Categorization and Target Identification—0
TLAXCALA: a multilingual corpus of independent news—0
Token Masking Improves Transformer-Based Text Classification—0
Towards a Common Speech Analysis Engine—0
Towards End-to-End Code-Switching Speech Recognition—0
Towards Generalized Offensive Language Identification—0
Towards Language Technology for Mi'kmaq—0
Towards Relevance and Sequence Modeling in Language Recognition—0
Towards spoken dialect identification of Irish—0
Unified model for code-switching speech recognition and language identification based on a concatenated tokenizer—0
Transducer-based language embedding for spoken language identification—0
Transductive Learning with String Kernels for Cross-Domain Text Classification—0
Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts—0
Translated Texts Under the Lens: From Machine Translation Detection to Source Language Identification—0
Translationese: Between Human and Machine Translation—0
Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base—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