SOTAVerified

Language Identification

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

Papers

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Showing 401–450 of 794 papers

TitleStatusHype
Universal and non-universal text statistics: Clustering coefficient for language identification—0
Short Text Language Identification for Under Resourced LanguagesCode0
Multilingual Grammar Induction with Continuous Language Identification—0
Normalization of Indonesian-English Code-Mixed Twitter Data—0
Word-level Embeddings for Cross-Task Transfer Learning in Speech ProcessingCode0
Signal Combination for Language Identification—0
Language Identification on Massive Datasets of Short Message using an Attention Mechanism CNN—0
Spoken Language Identification using ConvNets—0
Overview for the Second Shared Task on Language Identification in Code-Switched Data—0
Hope Speech Detection: A Computational Analysis of the Voice of Peace—0
From English to Code-Switching: Transfer Learning with Strong Morphological CluesCode0
Topics to Avoid: Demoting Latent Confounds in Text ClassificationCode0
Towards Ethical Content-Based Detection of Online Influence CampaignsCode0
Two-stage Training for Chinese Dialect Recognition—0
Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition—0
Regression or classification? Automated Essay Scoring for Norwegian—0
Anglicized Words and Misspelled Cognates in Native Language Identification—0
Joint Language Identification of Code-Switching Speech using Attention based E2E Network—0
Adversarial Training for Multilingual Acoustic Modeling—0
Naive Bayes and BiLSTM Ensemble for Discriminating between Mainland and Taiwan Variation of Mandarin Chinese—0
A Report on the Third VarDial Evaluation Campaign—0
Improving Cuneiform Language Identification with BERT—0
Language Discrimination and Transfer Learning for Similar Languages: Experiments with Feature Combinations and Adaptation—0
Discriminating between Mandarin Chinese and Swiss-German varieties using adaptive language models—0
Joint Approach to Deromanization of Code-mixed Texts—0
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