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Language Identification

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

Papers

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Showing 351–375 of 794 papers

TitleStatusHype
Word Level Language Identification in English Telugu Code Mixed Data—0
Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification using Pre-trained Language Models—0
PUM at SemEval-2020 Task 12: Aggregation of Transformer-based models' features for offensive language recognition—0
STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++Code0
Investigating Machine Learning Methods for Language and Dialect Identification of Cuneiform Texts—0
Ghmerti at SemEval-2019 Task 6: A Deep Word- and Character-based Approach to Offensive Language IdentificationCode0
A Study on Spoken Language Identification using Deep Neural Networks—0
WOLI at SemEval-2020 Task 12: Arabic Offensive Language Identification on Different Twitter Datasets—0
Garain at SemEval-2020 Task 12: Sequence based Deep Learning for Categorizing Offensive Language in Social Media—0
Uralic Language Identification (ULI) 2020 shared task dataset and the Wanca 2017 corpus—0
SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets—0
LT@Helsinki at SemEval-2020 Task 12: Multilingual or language-specific BERT?—0
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
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
Streaming End-to-End Bilingual ASR Systems with Joint Language Identification—0
Cross-lingual Inductive Transfer to Detect Offensive Language—0
OpusFilter: A Configurable Parallel Corpus Filtering Toolbox—0
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles—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