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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 331–340 of 794 papers

Title	Date	Tasks	Status	Hype
Combining Shallow and Linguistically Motivated Features in Native Language Identification	Jun 1, 2013	Language IdentificationNative Language Identification	—Unverified	0
Hindi-English Code-Switching Speech Corpus	Sep 24, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Hitachi at SemEval-2020 Task 12: Offensive Language Identification with Noisy Labels using Statistical Sampling and Post-Processing	May 1, 2020	Language IdentificationPosition	—Unverified	0
HUB@DravidianLangTech-EACL2021: Identify and Classify Offensive Text in Multilingual Code Mixing in Social Media	Apr 1, 2021	ClassificationLanguage Identification	—Unverified	0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru for Speech Recognition	Jul 12, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru forSpeech Recognition	Jun 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and Posts	Apr 1, 2021	Language Identification	—Unverified	0
Exploring Classifier Combinations for Language Variety Identification	Aug 1, 2018	Language IdentificationPOS	—Unverified	0
Exploring Adaptor Grammars for Native Language Identification	Jul 1, 2012	Language AcquisitionLanguage Identification	—Unverified	0
Building Web Corpora for Minority Languages	May 1, 2020	Language IdentificationSentence	—Unverified	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