SOTAVerified

Language Identification

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

Papers

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Showing 551–575 of 794 papers

TitleStatusHype
Native Language Identification Using a Mixture of Character and Word N-grams—0
A Shallow Neural Network for Native Language Identification with Character N-grams—0
A study of N-gram and Embedding Representations for Native Language IdentificationCode0
A Report on the 2017 Native Language Identification Shared Task—0
Neural Networks and Spelling Features for Native Language Identification—0
Fusion of Simple Models for Native Language Identification—0
Stacked Sentence-Document Classifier Approach for Improving Native Language Identification—0
Exploring Optimal Voting in Native Language Identification—0
A deep-learning based native-language classification by using a latent semantic analysis for the NLI Shared Task 2017—0
The Power of Character N-grams in Native Language Identification—0
Building Dialectal Arabic Corpora—0
Classifier Stacking for Native Language Identification—0
Vector Space Model as Cognitive Space for Text Classification—0
Language Identification Using Deep Convolutional Recurrent Neural NetworksCode0
Lump at SemEval-2017 Task 1: Towards an Interlingua Semantic Similarity—0
Can string kernels pass the test of time in Native Language Identification?—0
All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media—0
Native Language Identification on Text and Speech—0
Open-Set Language Identification—0
Incorporating Dialectal Variability for Socially Equitable Language Identification—0
Improving Native Language Identification by Using Spelling Errors—0
Feature Hashing for Language and Dialect Identification—0
Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English—0
Phonetic Temporal Neural Model for Language Identification—0
Phone-aware Neural Language Identification—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