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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 301–310 of 794 papers

Title	Date	Tasks	Status	Hype
nlpUP at SemEval-2020 Task 12 : A Blazing Fast System for Offensive Language Detection	Dec 1, 2020	Language Identification	—Unverified	0
BhamNLP at SemEval-2020 Task 12: An Ensemble of Different Word Embeddings and Emotion Transfer Learning for Arabic Offensive Language Identification in Social Media	Dec 1, 2020	Language IdentificationTransfer Learning	—Unverified	0
IRLab\_DAIICT at SemEval-2020 Task 12: Machine Learning and Deep Learning Methods for Offensive Language Identification	Dec 1, 2020	Language Identificationregression	—Unverified	0
LISAC FSDM-USMBA Team at SemEval-2020 Task 12: Overcoming AraBERT's pretrain-finetune discrepancy for Arabic offensive language identification	Dec 1, 2020	Language Identification	—Unverified	0
PRHLT-UPV at SemEval-2020 Task 12: BERT for Multilingual Offensive Language Detection	Dec 1, 2020	Language Identification	—Unverified	0
SINAI at SemEval-2020 Task 12: Offensive Language Identification Exploring Transfer Learning Models	Dec 1, 2020	Language IdentificationTransfer Learning	—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
SSN\_NLP\_MLRG at SemEval-2020 Task 12: Offensive Language Identification in English, Danish, Greek Using BERT and Machine Learning Approach	Dec 1, 2020	Language Identification	—Unverified	0
CyberTronics at SemEval-2020 Task 12: Multilingual Offensive Language Identification over Social Media	Dec 1, 2020	Feature EngineeringLanguage Identification	CodeCode Available	0
TAC at SemEval-2020 Task 12: Ensembling Approach for Multilingual Offensive Language Identification in Social Media	Dec 1, 2020	BIG-bench Machine LearningDeep Learning	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