SOTAVerified

Language Identification

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

Papers

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Showing 51–100 of 794 papers

TitleStatusHype
A Federated Learning Approach to Privacy Preserving Offensive Language Identification—0
A Dataset and Classifier for Recognizing Social Media English—0
A Novel Learnable Dictionary Encoding Layer for End-to-End Language Identification—0
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective—0
An Unsupervised Morphological Criterion for Discriminating Similar Languages—0
A Perplexity-Based Method for Similar Languages Discrimination—0
A Portuguese Native Language Identification Dataset—0
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification—0
A Pre-trained Transformer and CNN Model with Joint Language ID and Part-of-Speech Tagging for Code-Mixed Social-Media Text—0
Arabic Dialect Identification in the Context of Bivalency and Code-Switching—0
Arabic Language WEKA-Based Dialect Classifier for Arabic Automatic Speech Recognition Transcripts—0
Arabic Native Language Identification—0
Automatic Identification of Learners' Language Background Based on Their Writing in Czech—0
Automatic discovery of Latin syntactic changes—0
Anglicized Words and Misspelled Cognates in Native Language Identification—0
Automatic Spoken Language Identification Utilizing Acoustic and Phonetic Speech Information—0
Automatic Spoken Language Identification using a Time-Delay Neural Network—0
Babler - Data Collection from the Web to Support Speech Recognition and Keyword Search—0
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text—0
A Neural Model for Language Identification in Code-Switched Tweets—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
An Attention Based Neural Network for Code Switching Detection: English & Roman Urdu—0
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles—0
Adversarial Training for Multilingual Acoustic Modeling—0
Automatic Language Identification System for Hindi and Magahi—0
Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance—0
Analysis of Named Entity Recognition and Linking for Tweets—0
Adversarial synthesis based data-augmentation for code-switched spoken language identification—0
A Turkish-German Code-Switching Corpus—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
Active learning and negative evidence for language identification—0
Attention-Guided Adaptation for Code-Switching Speech Recognition—0
A Twitter BERT Approach for Offensive Language Detection in Marathi—0
A Two-level Classifier for Discriminating Similar Languages—0
Augmented Transformers with Adaptive n-grams Embedding for Multilingual Scene Text Recognition—0
Automated essay scoring with string kernels and word embeddings—0
Automated speech tools for helping communities process restricted-access corpora for language revival efforts—0
Automatic Classification of Spoken Languages using Diverse Acoustic Features—0
Automatic Detection and Language Identification of Multilingual Documents—0
Automatic Detection of Arabicized Berber and Arabic Varieties—0
Automatic Detection of Code-switching Style from Acoustics—0
Automatic Detection of Intra-Word Code-Switching—0
Automatic Detection of Sentence Fragments—0
An Exploratory Analysis of the Relation Between Offensive Language and Mental Health—0
A Text-to-Text Model for Multilingual Offensive Language Identification—0
Automatic Identification of Closely-related Indian Languages: Resources and Experiments—0
Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada—0
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach—0
Automatic language identification—0
Accurate Language Identification of Twitter Messages—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