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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	Score
From Language to Family and Back: Native Language and Language Family Identification from English Text	Jun 1, 2013	Language Identification	—Unverified	0	0
Hindi-English Code-Switching Speech Corpus	Sep 24, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0	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	0
HUB@DravidianLangTech-EACL2021: Identify and Classify Offensive Text in Multilingual Code Mixing in Social Media	Apr 1, 2021	ClassificationLanguage Identification	—Unverified	0	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	0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru forSpeech Recognition	Jun 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0	0
Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and Posts	Apr 1, 2021	Language Identification	—Unverified	0	0
CN-HIT-MI.T at SemEval-2019 Task 6: Offensive Language Identification Based on BiLSTM with Double Attention	Jun 1, 2019	Language Identification	—Unverified	0	0
From `Solved Problems' to New Challenges: A Report on LDC Activities	May 1, 2018	Dialogue ManagementLanguage Identification	—Unverified	0	0
Fluency detection on communication networks	Nov 1, 2016	Language IdentificationPart-Of-Speech Tagging	—Unverified	0	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