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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 181–190 of 794 papers

Title	Date	Tasks	Status	Hype
CoSwID, a Code Switching Identification Method Suitable for Under-Resourced Languages	Jun 1, 2022	Language Identification	—Unverified	0
A Report on the VarDial Evaluation Campaign 2020	Dec 1, 2020	Dialect IdentificationLanguage Identification	—Unverified	0
Automatic Detection of Code-switching Style from Acoustics	Jul 1, 2018	Automatic Speech Recognition (ASR)Language Identification	—Unverified	0
Cross-Corpora Language Recognition: A Preliminary Investigation with Indian Languages	May 10, 2021	Language IdentificationSpoken language identification	—Unverified	0
Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization	Feb 10, 2023	Data AugmentationDomain Generalization	—Unverified	0
Cross-corpus Native Language Identification via Statistical Embedding	Jun 1, 2018	Cross-corpusLanguage Identification	—Unverified	0
Automatic Detection of Sentence Fragments	Jul 1, 2015	Grammatical Error CorrectionLanguage Identification	—Unverified	0
Cross-domain Feature Selection for Language Identification	Nov 11, 2011	feature selectionLanguage Identification	—Unverified	0
Cross-lingual Inductive Transfer to Detect Offensive Language	Jul 7, 2020	Language IdentificationPosition	—Unverified	0
Ceasing hate withMoH: Hate Speech Detection in Hindi-English Code-Switched Language	Oct 18, 2021	Hate Speech DetectionLanguage Identification	—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