SOTAVerified

Language Identification

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

Papers

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Showing 341–350 of 794 papers

TitleStatusHype
Identification of Languages in Algerian Arabic Multilingual Documents—0
Identification/Segmentation of Indian Regional Languages with Singular Value Decomposition based Feature Embedding—0
Identifying Languages at the Word Level in Code-Mixed Indian Social Media Text—0
IIITG-ADBU at SemEval-2020 Task 12: Comparison of BERT and BiLSTM in Detecting Offensive Language—0
Fluency detection on communication networks—0
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects—0
IIT (BHU) System for Indo-Aryan Language Identification (ILI) at VarDial 2018—0
IITP-AINLPML at SemEval-2020 Task 12: Offensive Tweet Identification and Target Categorization in a Multitask Environment—0
(Im)possibility of Automated Hallucination Detection in Large Language Models—0
A Simple and Efficient Probabilistic Language model for Code-Mixed 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