SOTAVerified

Language Identification

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

Papers

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Showing 251–300 of 794 papers

TitleStatusHype
Ensemble Methods for Native Language Identification—0
Evaluating HeLI with Non-Linear Mappings—0
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text—0
Evaluating Standard and Dialectal Frisian ASR: Multilingual Fine-tuning and Language Identification for Improved Low-resource Performance—0
Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization—0
Automatic Detection of Intra-Word Code-Switching—0
Cross-Corpora Language Recognition: A Preliminary Investigation with Indian Languages—0
Automatic Detection of Code-switching Style from Acoustics—0
A Neural Model for Language Identification in Code-Switched Tweets—0
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text—0
CoSwID, a Code Switching Identification Method Suitable for Under-Resourced Languages—0
Automatic Detection of Arabicized Berber and Arabic Varieties—0
Corpus Creation and Language Identification in Low-Resource Code-Mixed Telugu-English Text—0
Corpora of social media in minority Uralic languages—0
Automatic Detection and Language Identification of Multilingual Documents—0
An Attention Based Neural Network for Code Switching Detection: English & Roman Urdu—0
Coreference Resolution in FreeLing 4.0—0
ConvAI at SemEval-2019 Task 6: Offensive Language Identification and Categorization with Perspective and BERT—0
Automatic Classification of Spoken Languages using Diverse Acoustic Features—0
Confidence-based Ensembles of End-to-End Speech Recognition Models—0
Computationally efficient discrimination between language varieties with large feature vectors and regularized classifiers—0
Automated speech tools for helping communities process restricted-access corpora for language revival efforts—0
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles—0
Adversarial Training for Multilingual Acoustic Modeling—0
Adaptation de domaine non supervis\'ee pour la reconnaissance de la langue par r\'egularisation d'un r\'eseau de neurones (Unsupervised domain adaptation for language identification by regularization of a neural network)—0
Computational Approaches to Arabic-English Code-Switching—0
Comparing Two Basic Methods for Discriminating Between Similar Languages and Varieties—0
Automated essay scoring with string kernels and word embeddings—0
Comparing Approaches to the Identification of Similar Languages—0
Augmented Transformers with Adaptive n-grams Embedding for Multilingual Scene Text Recognition—0
Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance—0
Comparing Approaches to Dravidian Language Identification—0
A Two-level Classifier for Discriminating Similar Languages—0
ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Task at ICON-2021—0
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing—0
A Twitter BERT Approach for Offensive Language Detection in Marathi—0
Analysis of Named Entity Recognition and Linking for Tweets—0
Adversarial synthesis based data-augmentation for code-switched spoken language identification—0
Combining Textual and Speech Features in the NLI Task Using State-of-the-Art Machine Learning Techniques—0
Combining Shallow and Linguistically Motivated Features in Native Language Identification—0
A Turkish-German Code-Switching Corpus—0
Columbia-Jadavpur submission for EMNLP 2016 Code-Switching Workshop Shared Task: System description—0
A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets—0
Collecting Code-Switched Data from Social Media—0
CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts—0
Attention-Guided Adaptation for Code-Switching Speech Recognition—0
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling—0
Cognitive Computing to Optimize IT Services—0
A Text-to-Text Model for Multilingual Offensive Language Identification—0
Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada—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