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Language Identification

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

Papers

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Showing 326–350 of 794 papers

TitleStatusHype
AdelaideCyC at SemEval-2020 Task 12: Ensemble of Classifiers for Offensive Language Detection in Social MediaCode0
Ferryman at SemEval-2020 Task 12: BERT-Based Model with Advanced Improvement Methods for Multilingual Offensive Language Identification—0
FBK-DH at SemEval-2020 Task 12: Using Multi-channel BERT for Multilingual Offensive Language DetectionCode0
IRLab\_DAIICT at SemEval-2020 Task 12: Machine Learning and Deep Learning Methods for Offensive Language Identification—0
IRlab@IITV at SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media Using SVM—0
TAC at SemEval-2020 Task 12: Ensembling Approach for Multilingual Offensive Language Identification in Social MediaCode0
SalamNET at SemEval-2020 Task 12: Deep Learning Approach for Arabic Offensive Language Detection—0
VoxLingua107: a Dataset for Spoken Language RecognitionCode1
VOXLINGUA107: A DATASET FOR SPOKEN LANGUAGE RECOGNITION—0
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text—0
On-Device Language Identification of Text in Images using Diacritic Characters—0
Alibaba Submission to the WMT20 Parallel Corpus Filtering Task—0
Annotation Efficient Language Identification from Weak Labels—0
WLV-RIT at HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification in Code-switched YouTube Comments—0
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text CorpusCode1
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task LearningCode0
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification—0
American Sign Language Identification Using Hand Trackpoint Analysis—0
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets—0
Exploiting Spectral Augmentation for Code-Switched Spoken Language Identification—0
BRUMS at SemEval-2020 Task 12 : Transformer based Multilingual Offensive Language Identification in Social Media—0
Multilingual Offensive Language Identification with Cross-lingual EmbeddingsCode0
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
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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