SOTAVerified

Language Identification

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

Papers

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Showing 426–450 of 794 papers

TitleStatusHype
TwistBytes - Identification of Cuneiform Languages and German Dialects at VarDial 2019—0
BNU-HKBU UIC NLP Team 2 at SemEval-2019 Task 6: Detecting Offensive Language Using BERT model—0
DeepAnalyzer at SemEval-2019 Task 6: A deep learning-based ensemble method for identifying offensive tweets—0
ConvAI at SemEval-2019 Task 6: Offensive Language Identification and Categorization with Perspective and BERT—0
SSN\_NLP at SemEval-2019 Task 6: Offensive Language Identification in Social Media using Traditional and Deep Machine Learning Approaches—0
HHU at SemEval-2019 Task 6: Context Does Matter - Tackling Offensive Language Identification and Categorization with ELMo—0
The Titans at SemEval-2019 Task 6: Offensive Language Identification, Categorization and Target Identification—0
NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers—0
HAD-T\"ubingen at SemEval-2019 Task 6: Deep Learning Analysis of Offensive Language on Twitter: Identification and Categorization—0
JU\_ETCE\_17\_21 at SemEval-2019 Task 6: Efficient Machine Learning and Neural Network Approaches for Identifying and Categorizing Offensive Language in TweetsCode0
Typological Features for Multilingual Delexicalised Dependency Parsing—0
Emad at SemEval-2019 Task 6: Offensive Language Identification using Traditional Machine Learning and Deep Learning approaches—0
CAMsterdam at SemEval-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets—0
CN-HIT-MI.T at SemEval-2019 Task 6: Offensive Language Identification Based on BiLSTM with Double Attention—0
Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning ApproachesCode0
Multiclass Language Identification using Deep Learning on Spectral Images of Audio Signals—0
Distributional Interaction of Concreteness and Abstractness in Verb--Noun Subcategorisation—0
Experiments in Cuneiform Language Identification—0
Subword-Level Language Identification for Intra-Word Code-Switching—0
Language Model Adaptation for Language and Dialect Identification of Text—0
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)Code0
Combination of multiple Deep Learning architectures for Offensive Language Detection in TweetsCode0
An Exploration of State-of-the-art Methods for Offensive Language Detection—0
Absit invidia verbo: Comparing Deep Learning methods for offensive language—0
Language and Dialect Identification of Cuneiform Texts—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