SOTAVerified

Language Identification

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

Papers

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Showing 501–525 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
A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts—0
Using Language Learner Data for Metaphor DetectionCode0
Cross-corpus Native Language Identification via Statistical Embedding—0
Linguistic Features of Sarcasm and Metaphor Production Quality—0
T\"ubingen-Oslo at SemEval-2018 Task 2: SVMs perform better than RNNs in Emoji Prediction—0
Predicting Foreign Language Usage from English-Only Social Media Posts—0
Using Classifier Features to Determine Language Transfer on Morphemes—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
Building a TOCFL Learner Corpus for Chinese Grammatical Error Diagnosis—0
Towards Language Technology for Mi'kmaq—0
From `Solved Problems' to New Challenges: A Report on LDC Activities—0
Discriminating between Similar Languages on Imbalanced Conversational Texts—0
Discovering Parallel Language Resources for Training MT Engines—0
Arabic Dialect Identification in the Context of Bivalency and Code-Switching—0
Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines—0
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach—0
Shami: A Corpus of Levantine Arabic Dialects—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
The French-Algerian Code-Switching Triggered audio corpus (FACST)—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