SOTAVerified

Language Identification

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

Papers

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Showing 576–600 of 794 papers

TitleStatusHype
Machine Learning for Rhetorical Figure Detection: More Chiasmus with Less Annotation—0
Evaluation of language identification methods using 285 languages—0
Learning with learner corpora: Using the TLE for native language identification—0
Joint UD Parsing of Norwegian Bokm and NynorskCode0
Findings of the VarDial Evaluation Campaign 2017—0
Twitter Language Identification Of Similar Languages And Dialects Without Ground Truth—0
Exploring Lexical and Syntactic Features for Language Variety Identification—0
A Code-Switching Corpus of Turkish-German Conversations—0
When Sparse Traditional Models Outperform Dense Neural Networks: the Curious Case of Discriminating between Similar Languages—0
Discriminating between Similar Languages with Word-level Convolutional Neural Networks—0
Evaluating HeLI with Non-Linear Mappings—0
A Perplexity-Based Method for Similar Languages Discrimination—0
Identification of Languages in Algerian Arabic Multilingual Documents—0
T\"ubingen system in VarDial 2017 shared task: experiments with language identification and cross-lingual parsing—0
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects—0
Discriminating between Similar Languages using Weighted Subword FeaturesCode0
Improving the Character Ngram Model for the DSL Task with BM25 Weighting and Less Frequently Used Feature Sets—0
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors—0
Native Language Identification using Stacked Generalization—0
Machine Learning Based Source Code Classification Using Syntax Oriented Features—0
LIDE: Language Identification from Text Documents—0
LanideNN: Multilingual Language Identification on Character WindowCode0
Language and Dialect Discrimination Using Compression-Inspired Language Models—0
Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared Task—0
An Unsupervised Morphological Criterion for Discriminating Similar Languages—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