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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 751–760 of 794 papers

Title	Date	Tasks	Status	Hype
CyberTronics at SemEval-2020 Task 12: Multilingual Offensive Language Identification over Social Media	Dec 1, 2020	Feature EngineeringLanguage Identification	CodeCode Available	0
Tuplemax Loss for Language Identification	Nov 29, 2018	Language Identification	CodeCode Available	0
Towards Ethical Content-Based Detection of Online Influence Campaigns	Aug 29, 2019	Language IdentificationNative Language Identification	CodeCode Available	0
On the Development of a Large Scale Corpus for Native Language Identification	Dec 10, 2018	BIG-bench Machine LearningLanguage Identification	CodeCode Available	0
Multilingual Multi-class Sentiment Classification Using Convolutional Neural Networks	May 1, 2018	ClassificationDocument Classification	CodeCode Available	0
Multilingual Offensive Language Identification with Cross-lingual Embeddings	Oct 11, 2020	Language IdentificationTransfer Learning	CodeCode Available	0
On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition	Nov 1, 2018	Data AugmentationLanguage Identification	CodeCode Available	0
End-to-end Language Identification using NetFV and NetVLAD	Sep 9, 2018	Language Identification	CodeCode Available	0
Language Variety Identification with True Labels	Mar 2, 2023	Language Identification	CodeCode Available	0
LanideNN: Multilingual Language Identification on Character Window	Jan 12, 2017	Language 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