SOTAVerified

Language Identification

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

Papers

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Showing 251–275 of 794 papers

TitleStatusHype
Ensemble Methods for Native Language Identification—0
Evaluating HeLI with Non-Linear Mappings—0
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text—0
Evaluating Standard and Dialectal Frisian ASR: Multilingual Fine-tuning and Language Identification for Improved Low-resource Performance—0
A Report on the Third VarDial Evaluation Campaign—0
All that is English may be Hindi: Enhancing language identification through automatic ranking of the likeliness of word borrowing in social media—0
Can string kernels pass the test of time in Native Language Identification?—0
Can Sequence-to-Sequence Models Crack Substitution Ciphers?—0
A Report on the First Native Language Identification Shared Task—0
Can characters reveal your native language? A language-independent approach to native language identification—0
Can adversarial attacks by large language models be attributed?—0
A Report on the DSL Shared Task 2014—0
All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media—0
A Dual-Decoder Conformer for Multilingual Speech Recognition—0
Exploring Syntactic Features for Native Language Identification: A Variationist Perspective on Feature Encoding and Ensemble Optimization—0
Exploring Spoken Language Identification Strategies for Automatic Transcription of Multilingual Broadcast and Institutional Speech—0
CAMsterdam at SemEval-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets—0
Exploring Optimal Voting in Native Language Identification—0
Exploring Methods and Resources for Discriminating Similar Languages—0
CALCS 2021 Shared Task: Machine Translation for Code-Switched Data—0
Exploring Syntactic Representations for Native Language Identification—0
Exploring wav2vec 2.0 on speaker verification and language identification—0
Extending RNN-T-based speech recognition systems with emotion and language classification—0
Extracting the Native Language Signal for Second Language Acquisition—0
A Report on the 2020 VUA and TOEFL Metaphor Detection Shared Task—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