SOTAVerified

Language Identification

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

Papers

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Showing 226–250 of 794 papers

TitleStatusHype
Discriminating Similar Languages with Token-Based Backoff—0
Challenges in Neural Language Identification: NRC at VarDial 2020—0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
Distinguishing Literal and Non-Literal Usage of German Particle Verbs—0
Distributed Representations of Words and Documents for Discriminating Similar Languages—0
Distributional Interaction of Concreteness and Abstractness in Verb--Noun Subcategorisation—0
DKPro TC: A Java-based Framework for Supervised Learning Experiments on Textual Data—0
DLRG@DravidianLangTech-EACL2021: Transformer based approachfor Offensive Language Identification on Code-Mixed Tamil—0
Do Characters Abuse More Than Words?—0
A Report on the VarDial Evaluation Campaign 2020—0
Does the Phonology of L1 Show Up in L2 Texts?—0
Domain Attentive Fusion for End-to-end Dialect Identification with Unknown Target Domain—0
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition—0
Ceasing hate withMoH: Hate Speech Detection in Hindi-English Code-Switched Language—0
Duluth at SemEval-2020 Task 12: Offensive Tweet Identification in English with Logistic Regression—0
Dyn-ASR: Compact, Multilingual Speech Recognition via Spoken Language and Accent Identification—0
Efficient Discrimination Between Closely Related Languages—0
Efficiently Identifying Low-Quality Language Subsets in Multilingual Datasets: A Case Study on a Large-Scale Multilingual Audio Dataset—0
Emad at SemEval-2019 Task 6: Offensive Language Identification using Traditional Machine Learning and Deep Learning approaches—0
BRUMS at SemEval-2020 Task 12 : Transformer based Multilingual Offensive Language Identification in Social Media—0
Arabic Dialect Identification in the Context of Bivalency and Code-Switching—0
BRUMS at SemEval-2020 Task 12: Transformer Based Multilingual Offensive Language Identification in Social Media—0
Arabic Language WEKA-Based Dialect Classifier for Arabic Automatic Speech Recognition Transcripts—0
Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection—0
Categorization of Turkish News Documents with Morphological Analysis—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