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
Towards Offensive Language Identification for Dravidian LanguagesCode0
DOSA: Dravidian Code-Mixed Offensive Span Identification DatasetCode0
Findings of the Shared Task on Offensive Language Identification in Tamil, Malayalam, and Kannada—0
DLRG@DravidianLangTech-EACL2021: Transformer based approachfor Offensive Language Identification on Code-Mixed Tamil—0
HUB@DravidianLangTech-EACL2021: Identify and Classify Offensive Text in Multilingual Code Mixing in Social Media—0
professionals@DravidianLangTech-EACL2021: Malayalam Offensive Language Identification - A Minimalistic Approach—0
Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and Posts—0
Offensive language identification in Dravidian code mixed social media text—0
OFFLangOne@DravidianLangTech-EACL2021: Transformers with the Class Balanced Loss for Offensive Language Identification in Dravidian Code-Mixed text.—0
CUSATNLP@DravidianLangTech-EACL2021:Language Agnostic Classification of Offensive Content in Tweets—0
cs@DravidianLangTech-EACL2021: Offensive Language Identification Based On Multilingual BERT Model—0
MUCS@DravidianLangTech-EACL2021:COOLI-Code-Mixing Offensive Language Identification—0
Simon @ DravidianLangTech-EACL2021: Detecting Offensive Content in Kannada Language—0
OffTamil@DravideanLangTech-EASL2021: Offensive Language Identification in Tamil Text—0
ZYJ123@DravidianLangTech-EACL2021: Offensive Language Identification based on XLM-RoBERTa with DPCNN—0
Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada—0
Codewithzichao@DravidianLangTech-EACL2021: Exploring Multilingual Transformers for Offensive Language Identification on Code Mixing Text—0
IIITT@DravidianLangTech-EACL2021: Transfer Learning for Offensive Language Detection in Dravidian LanguagesCode0
JUNLP@DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Langauges—0
Spartans@LT-EDI-EACL2021: Inclusive Speech Detection using Pretrained Language Models—0
SSNCSE_NLP@DravidianLangTech-EACL2021: Offensive Language Identification on Multilingual Code Mixing Text—0
Comparing Approaches to Dravidian Language Identification—0
An Attention Based Neural Network for Code Switching Detection: English & Roman Urdu—0
Listen, Read, and Identify: Multimodal Singing Language Identification of Music—0
Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language DetectionCode0
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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