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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 421–430 of 794 papers

Title	Date	Tasks	Status	Hype
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
iCompass at SemEval-2020 Task 12: From a Syntax-ignorant N-gram Embeddings Model to a Deep Bidirectional Language Model	Dec 1, 2020	Language IdentificationLanguage Modeling	—Unverified	0
Identification of Indian Languages using Ghost-VLAD pooling	Feb 5, 2020	Language Identification	—Unverified	0
Identification of Languages in Algerian Arabic Multilingual Documents	Apr 1, 2017	ChunkingGeneral Classification	—Unverified	0
Identification/Segmentation of Indian Regional Languages with Singular Value Decomposition based Feature Embedding	May 17, 2020	Language IdentificationSegmentation	—Unverified	0
Identifying Languages at the Word Level in Code-Mixed Indian Social Media Text	Dec 1, 2014	Language Identification	—Unverified	0
IIITG-ADBU at SemEval-2020 Task 12: Comparison of BERT and BiLSTM in Detecting Offensive Language	Dec 1, 2020	Language IdentificationWorld Knowledge	—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