SOTAVerified

Language Identification

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

Papers

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Showing 276–300 of 794 papers

TitleStatusHype
professionals@DravidianLangTech-EACL2021: Malayalam Offensive Language Identification - A Minimalistic Approach—0
Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and Posts—0
Simon @ DravidianLangTech-EACL2021: Detecting Offensive Content in Kannada Language—0
Comparing Approaches to Dravidian Language Identification—0
An Attention Based Neural Network for Code Switching Detection: English & Roman Urdu—0
Listen, Read, and Identify: Multimodal Singing Language Identification of Music—0
Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language DetectionCode0
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian LanguagesCode0
indicnlp@ kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian LanguagesCode0
SJ_AJ@DravidianLangTech-EACL2021: Task-Adaptive Pre-Training of Multilingual BERT models for Offensive Language IdentificationCode0
Language Identification of Devanagari Poems—0
Can Sequence-to-Sequence Models Crack Substitution Ciphers?—0
Unsupervised neural adaptation model based on optimal transport for spoken language identification—0
Discriminating Between Similar Nordic LanguagesCode0
Exploring wav2vec 2.0 on speaker verification and language identification—0
PRHLT-UPV at SemEval-2020 Task 12: BERT for Multilingual Offensive Language Detection—0
AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning—0
BRUMS at SemEval-2020 Task 12: Transformer Based Multilingual Offensive Language Identification in Social Media—0
Ssn\_nlp at SemEval 2020 Task 12: Offense Target Identification in Social Media Using Traditional and Deep Machine Learning Approaches—0
Pin\_cod\_ at SemEval-2020 Task 12: Injecting Lexicons into Bidirectional Long Short-Term Memory Networks to Detect Turkish Offensive Tweets—0
BhamNLP at SemEval-2020 Task 12: An Ensemble of Different Word Embeddings and Emotion Transfer Learning for Arabic Offensive Language Identification in Social Media—0
NTU\_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach—0
KanCMD: Kannada CodeMixed Dataset for Sentiment Analysis and Offensive Language Detection—0
A Deep Generative Approach to Native Language Identification—0
TECHSSN at SemEval-2020 Task 12: Offensive Language Detection Using BERT Embeddings—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