SOTAVerified

Language Identification

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

Papers

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Showing 501–550 of 794 papers

TitleStatusHype
Automatic Language Identification for Romance Languages using Stop Words and Diacritics—0
Gender Prediction in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System—0
Addition of Code Mixed Features to Enhance the Sentiment Prediction of Song Lyrics—0
T\"ubingen-Oslo at SemEval-2018 Task 2: SVMs perform better than RNNs in Emoji Prediction—0
Using Classifier Features to Determine Language Transfer on Morphemes—0
Cross-corpus Native Language Identification via Statistical Embedding—0
Predicting Foreign Language Usage from English-Only Social Media Posts—0
Using Language Learner Data for Metaphor DetectionCode0
A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts—0
Linguistic Features of Sarcasm and Metaphor Production Quality—0
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial TrainingCode0
A Regression Model of Recurrent Deep Neural Networks for Noise Robust Estimation of the Fundamental Frequency Contour of Speech—0
Discovering Parallel Language Resources for Training MT Engines—0
Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines—0
Collecting Code-Switched Data from Social Media—0
VAST: A Corpus of Video Annotation for Speech Technologies—0
Multilingual Multi-class Sentiment Classification Using Convolutional Neural NetworksCode0
Building Parallel Monolingual Gan Chinese Dialects Corpus—0
Building a TOCFL Learner Corpus for Chinese Grammatical Error Diagnosis—0
From `Solved Problems' to New Challenges: A Report on LDC Activities—0
Towards Language Technology for Mi'kmaq—0
Coreference Resolution in FreeLing 4.0—0
The French-Algerian Code-Switching Triggered audio corpus (FACST)—0
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach—0
Text Normalization Infrastructure that Scales to Hundreds of Language Varieties—0
Discriminating between Similar Languages on Imbalanced Conversational Texts—0
Arabic Dialect Identification in the Context of Bivalency and Code-Switching—0
Shami: A Corpus of Levantine Arabic Dialects—0
Staircase Network: structural language identification via hierarchical attentive units—0
A Portuguese Native Language Identification Dataset—0
Automatic Language Identification in Texts: A SurveyCode0
Automated essay scoring with string kernels and word embeddings—0
Universal Dependency Parsing for Hindi-English Code-switchingCode0
Automatic Language Identification System for Hindi and Magahi—0
Insights into End-to-End Learning Scheme for Language Identification—0
A Novel Learnable Dictionary Encoding Layer for End-to-End Language Identification—0
Automatic Identification of Closely-related Indian Languages: Resources and Experiments—0
Language Identification of Bengali-English Code-Mixed data using Character & Phonetic based LSTM Models—0
The WiLI benchmark dataset for written language identificationCode0
Methods for Spoken Language Identification—0
Curriculum Design for Code-switching: Experiments with Language Identification and Language Modeling with Deep Neural Networks—0
Using Social Networks to Improve Language Variety Identification with Neural Networks—0
Improved Text Language Identification for the South African LanguagesCode0
Ensemble Methods for Native Language Identification—0
Combining Textual and Speech Features in the NLI Task Using State-of-the-Art Machine Learning Techniques—0
CIC-FBK Approach to Native Language Identification—0
Fewer features perform well at Native Language Identification task—0
All that is English may be Hindi: Enhancing language identification through automatic ranking of the likeliness of word borrowing in social media—0
Native Language Identification using Phonetic Algorithms—0
A Dataset and Classifier for Recognizing Social Media English—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