SOTAVerified

Language Identification

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

Papers

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Showing 676–700 of 794 papers

TitleStatusHype
Unsupervised Code-Switching for Multilingual Historical Document Transcription—0
Large-Scale Native Language Identification with Cross-Corpus Evaluation—0
Improving the accuracy of pronunciation lexicon using Naive Bayes classifier with character n-gram as feature: for language classified pronunciation lexicon generation—0
Influence of Mother Tongue on English Accent—0
``ye word kis lang ka hai bhai?'' Testing the Limits of Word level Language Identification—0
Word-level Language Identification in Bi-lingual Code-switched Texts—0
Identifying Languages at the Word Level in Code-Mixed Indian Social Media Text—0
Finnish Native Language Identification—0
Analysis of Named Entity Recognition and Linking for Tweets—0
Overview for the First Shared Task on Language Identification in Code-Switched Data—0
The IUCL+ System: Word-Level Language Identification via Extended Markov Models—0
Detecting Code-Switching in a Multilingual Alpine Heritage Corpus—0
Word-level Language Identification using CRF: Code-switching Shared Task Report of MSR India System—0
Can characters reveal your native language? A language-independent approach to native language identification—0
Code Mixing: A Challenge for Language Identification in the Language of Social Media—0
Predicting Code-switching in Multilingual Communication for Immigrant Communities—0
DCU-UVT: Word-Level Language Classification with Code-Mixed Data—0
POS Tagging of English-Hindi Code-Mixed Social Media Content—0
Language variety identification in Spanish tweets—0
The CMU Submission for the Shared Task on Language Identification in Code-Switched Data—0
Non-linear Mapping for Improved Identification of 1300+ Languages—0
Arabic Native Language Identification—0
Language Transfer Hypotheses with Linear SVM Weights—0
Language Modeling with Functional Head Constraint for Code Switching Speech Recognition—0
From Visualisation to Hypothesis Construction for Second Language Acquisition—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