SOTAVerified

Language Identification

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

Papers

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Showing 201–225 of 794 papers

TitleStatusHype
Beware Haters at ComMA@ICON: Sequence and Ensemble Classifiers for Aggression, Gender Bias and Communal Bias Identification in Indian Languages—0
MUM at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using Supervised Learning Approaches—0
DELab@IIITSM at ICON-2021 Shared Task: Identification of Aggression and Biasness Using Decision Tree—0
ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Task at ICON-2021—0
Unsupervised Preference-Aware Language Identification—0
Developing Successful Shared Tasks on Offensive Language Identification for Dravidian Languages—0
Native Language Identification and Reconstruction of Native Language Relationship Using Japanese Learner Corpus—0
An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language IdentificationCode0
Language Clustering for Multilingual Named Entity Recognition—0
Tackling the Score Shift in Cross-Lingual Speaker Verification by Exploiting Language Information—0
Ceasing hate withMoH: Hate Speech Detection in Hindi-English Code-Switched Language—0
Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models—0
Pretrained Transformers for Offensive Language Identification in TanglishCode0
Is Attention always needed? A Case Study on Language Identification from Speech—0
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition—0
Language Identification with a Reciprocal Rank ClassifierCode0
UPV at CheckThat! 2021: Mitigating Cultural Differences for Identifying Multilingual Check-worthy ClaimsCode0
The futility of STILTs for the classification of lexical borrowings in Spanish—0
Unsupervised Personality-Aware Language Identification—0
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuningCode0
FBERT: A Neural Transformer for Identifying Offensive Content—0
Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of MarathiCode0
A Pre-trained Transformer and CNN Model with Joint Language ID and Part-of-Speech Tagging for Code-Mixed Social-Media Text—0
Fiction in Russian Translation: A Translationese Study—0
Corpus Creation and Language Identification in Low-Resource Code-Mixed Telugu-English Text—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