SOTAVerified

Language Identification

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

Papers

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Showing 601–625 of 794 papers

TitleStatusHype
Subdialectal Differences in Sorani Kurdish—0
Arabic Language WEKA-Based Dialect Classifier for Arabic Automatic Speech Recognition Transcripts—0
Automatic Detection of Arabicized Berber and Arabic Varieties—0
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification—0
Vanilla Classifiers for Distinguishing between Similar Languages—0
HeLI, a Word-Based Backoff Method for Language IdentificationCode0
Romanized Berber and Romanized Arabic Automatic Language Identification Using Machine Learning—0
Discriminating Similar Languages with Linear SVMs and Neural Networks—0
LILI: A Simple Language Independent Approach for Language Identification—0
Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance—0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
ASIREM Participation at the Discriminating Similar Languages Shared Task 2016—0
Translationese: Between Human and Machine Translation—0
Experimental Study of Vowels in Nagamese, Ao and Lotha: Languages of Nagaland—0
Comparing Two Basic Methods for Discriminating Between Similar Languages and Varieties—0
Multi-Language Identification Using Convolutional Recurrent Neural Network—0
Accurate Pinyin-English Codeswitched Language Identification—0
Building a learner corpus for Russian—0
The Howard University System Submission for the Shared Task in Language Identification in Spanish-English Codeswitching—0
Word-Level Language Identification and Predicting Codeswitching Points in Swahili-English Language Data—0
Part-of-speech Tagging of Code-mixed Social Media Content: Pipeline, Stacking and Joint Modelling—0
Codeswitching language identification using Subword Information Enriched Word Vectors—0
Part-of-speech Tagging of Code-Mixed Social Media Text—0
A Neural Model for Language Identification in Code-Switched Tweets—0
Language Identification in Code-Switched Text Using Conditional Random Fields and Babelnet—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