SOTAVerified

Language Identification

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

Papers

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Showing 526–550 of 794 papers

TitleStatusHype
Text Normalization Infrastructure that Scales to Hundreds of Language Varieties—0
Collecting Code-Switched Data from Social Media—0
Coreference Resolution in FreeLing 4.0—0
A Portuguese Native Language Identification Dataset—0
Staircase Network: structural language identification via hierarchical attentive units—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
A Novel Learnable Dictionary Encoding Layer for End-to-End Language Identification—0
Insights into End-to-End Learning Scheme for 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
Building Dialectal Arabic Corpora—0
Native Language Identification using Phonetic Algorithms—0
Neural Networks and Spelling Features for Native Language Identification—0
Native Language Identification Using a Mixture of Character and Word N-grams—0
The Power of Character N-grams in Native Language Identification—0
CIC-FBK Approach to Native Language Identification—0
A deep-learning based native-language classification by using a latent semantic analysis for the NLI Shared Task 2017—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