SOTAVerified

Language Identification

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

Papers

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Showing 651–675 of 794 papers

TitleStatusHype
Decoding Anagrammed Texts Written in an Unknown Language and Script—0
POS Tagging of Hindi-English Code Mixed Text from Social Media: Some Machine Learning Experiments—0
A language model based approach towards large scale and lightweight language identification systems—0
Automatic Classification of Spoken Languages using Diverse Acoustic Features—0
Automatic Dialect Detection in Arabic Broadcast SpeechCode0
NLEL UPV Autoritas Participation at Discrimination between Similar Languages (DSL) 2015 Shared Task—0
A Two-level Classifier for Discriminating Similar Languages—0
Overview of the DSL Shared Task 2015—0
Norwegian Native Language Identification—0
Language Identification using Classifier Ensembles—0
Comparing Approaches to the Identification of Similar Languages—0
Discriminating Similar Languages with Token-Based Backoff—0
Feature Extraction for Native Language Identification Using Language Modeling—0
Sentiment Analysis on Monolingual, Multilingual and Code-Switching Twitter Corpora—0
Distributed Representations of Words and Documents for Discriminating Similar Languages—0
Experiments in Discriminating Similar Languages—0
Discriminating between Similar Languages Using PPM—0
Automatic Detection of Sentence Fragments—0
Language Identification and Modeling in Specialized Hardware—0
The Jinan Chinese Learner Corpus—0
Measuring Feature Diversity in Native Language Identification—0
Parsing Learner Text: to Shoehorn or not to Shoehorn—0
Oracle and Human Baselines for Native Language Identification—0
Developing Language-tagged Corpora for Code-switching Tweets—0
Using Shallow Syntactic Features to Measure Influences of L1 and Proficiency Level in EFL Writings—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