SOTAVerified

Language Identification

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

Papers

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Showing 361–370 of 794 papers

TitleStatusHype
Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic LanguagesCode0
SalamNET at SemEval-2020 Task12: Deep Learning Approach for Arabic Offensive Language Detection—0
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social MediaCode1
Duluth at SemEval-2020 Task 12: Offensive Tweet Identification in English with Logistic Regression—0
problemConquero at SemEval-2020 Task 12: Transformer and Soft label-based approachesCode0
XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders—0
Dialect Diversity in Text Summarization on Twitter—0
The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results—0
Fine-grained Language Identification with Multilingual CapsNet Model—0
Feature Selection on Noisy Twitter Short Text Messages for Language Identification—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