SOTAVerified

Language Identification

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

Papers

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Showing 301–325 of 794 papers

TitleStatusHype
Detection of Similar Languages and Dialects Using Deep Supervised Autoencoder—0
UJNLP at SemEval-2020 Task 12: Detecting Offensive Language Using Bidirectional Transformers—0
IRLab\_DAIICT at SemEval-2020 Task 12: Machine Learning and Deep Learning Methods for Offensive Language Identification—0
KS@LTH at SemEval-2020 Task 12: Fine-tuning Multi- and Monolingual Transformer Models for Offensive Language Detection—0
nlpUP at SemEval-2020 Task 12 : A Blazing Fast System for Offensive Language Detection—0
CyberTronics at SemEval-2020 Task 12: Multilingual Offensive Language Identification over Social MediaCode0
SINAI at SemEval-2020 Task 12: Offensive Language Identification Exploring Transfer Learning Models—0
Unsupervised Deep Language and Dialect Identification for Short Texts—0
SU-NLP at SemEval-2020 Task 12: Offensive Language IdentifiCation in Turkish Tweets—0
TAC at SemEval-2020 Task 12: Ensembling Approach for Multilingual Offensive Language Identification in Social MediaCode0
IIITG-ADBU at SemEval-2020 Task 12: Comparison of BERT and BiLSTM in Detecting Offensive Language—0
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling—0
STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++Code0
iCompass at SemEval-2020 Task 12: From a Syntax-ignorant N-gram Embeddings Model to a Deep Bidirectional Language Model—0
NTU\_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach—0
NUIG at SemEval-2020 Task 12: Pseudo Labelling for Offensive Content Classification—0
PRHLT-UPV at SemEval-2020 Task 12: BERT for Multilingual Offensive Language Detection—0
ALT at SemEval-2020 Task 12: Arabic and English Offensive Language Identification in Social Media—0
Language Identification and Normalization of Code Mixed English and Punjabi Text—0
Sentiment Analysis of English-Punjabi Code-Mixed Social Media Content—0
Native-Language Identification with Attention—0
AdelaideCyC at SemEval-2020 Task 12: Ensemble of Classifiers for Offensive Language Detection in Social MediaCode0
TECHSSN at SemEval-2020 Task 12: Offensive Language Detection Using BERT Embeddings—0
A Report on the VarDial Evaluation Campaign 2020—0
Ferryman at SemEval-2020 Task 12: BERT-Based Model with Advanced Improvement Methods for Multilingual Offensive Language Identification—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