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Language Identification

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 771–780 of 794 papers

Title	Date	Tasks	Status	Hype
SJ_AJ@DravidianLangTech-EACL2021: Task-Adaptive Pre-Training of Multilingual BERT models for Offensive Language Identification	Feb 1, 2021	Language IdentificationLanguage Modeling	CodeCode Available	0
Towards Offensive Language Identification for Tamil Code-Mixed YouTube Comments and Posts	Aug 24, 2021	Language IdentificationTransfer Learning	CodeCode Available	0
Investigating model performance in language identification: beyond simple error statistics	May 30, 2023	Language Identification	CodeCode Available	0
Approaches to Corpus Creation for Low-Resource Language Technology: the Case of Southern Kurdish and Laki	Apr 3, 2023	Language Identification	CodeCode Available	0
Code-Switched Language Identification is Harder Than You Think	Feb 2, 2024	Language IdentificationSentence	CodeCode Available	0
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training	May 16, 2018	Domain AdaptationLanguage Identification	CodeCode Available	0
AfriHuBERT: A self-supervised speech representation model for African languages	Sep 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Automatic Language Identification in Texts: A Survey	Apr 22, 2018	Language IdentificationSurvey	CodeCode Available	0
Automatic Dialect Detection in Arabic Broadcast Speech	Sep 23, 2015	Dialect IdentificationLanguage Identification	CodeCode Available	0
Is It Navajo? Accurate Language Detection in Endangered Athabaskan Languages	Jan 27, 2025	DiversityLanguage Identification	CodeCode Available	0

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All datasets VOXLINGUA107 GlotLID-C Nordic Language Identification OpenSubtitles Universal Dependencies VoxForge

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	wav2vec 2.0 LV-60K	Error rate	7.2	—	Unverified
2	XLS-R	Error rate	5.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GlotLID	Macro F1	0.98	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FastText	Accuracy	0.97	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Apple bi-LSTM	Accuracy	91.37	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Apple bi-LSTM	Accuracy	86.93	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ConformerG-P	Accuracy	99.8	—	Unverified