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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 221–230 of 794 papers

Title	Date	Tasks	Status	Hype	Score
Discriminating between Similar Languages on Imbalanced Conversational Texts	May 1, 2018	Language Identification	—Unverified	0	0
Discriminating between Similar Languages with Word-level Convolutional Neural Networks	Apr 1, 2017	Language IdentificationQuestion Answering	—Unverified	0	0
Cross-lingual Inductive Transfer to Detect Offensive Language	Jul 7, 2020	Language IdentificationPosition	—Unverified	0	0
Discriminating Non-Native English with 350 Words	Jun 1, 2013	Language AcquisitionLanguage Identification	—Unverified	0	0
Discriminating Similar Languages with Linear SVMs and Neural Networks	Dec 1, 2016	Deep LearningLanguage Identification	—Unverified	0	0
Discriminating Similar Languages with Token-Based Backoff	Sep 1, 2015	Language Identification	—Unverified	0	0
Cross-domain Feature Selection for Language Identification	Nov 11, 2011	feature selectionLanguage Identification	—Unverified	0	0
Automatic Detection of Sentence Fragments	Jul 1, 2015	Grammatical Error CorrectionLanguage Identification	—Unverified	0	0
Distinguishing Literal and Non-Literal Usage of German Particle Verbs	Jun 1, 2016	General ClassificationLanguage Identification	—Unverified	0	0
An Exploratory Analysis of the Relation Between Offensive Language and Mental Health	May 31, 2021	Depression DetectionLanguage Identification	—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