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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 721–730 of 794 papers

Title	Date	Tasks	Status	Hype
Predicting the Type and Target of Offensive Posts in Social Media	Feb 25, 2019	Language IdentificationVocal Bursts Type Prediction	CodeCode Available	0
Predicting the Type and Target of Offensive Social Media Posts in Marathi	Nov 22, 2022	Language Identification	CodeCode Available	0
Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language Detection	Feb 19, 2021	Language IdentificationPosition	CodeCode Available	0
HeLI, a Word-Based Backoff Method for Language Identification	Dec 1, 2016	Language IdentificationPosition	CodeCode Available	0
A Semisupervised Approach for Language Identification based on Ladder Networks	Apr 1, 2016	DenoisingLanguage Identification	CodeCode Available	0
Measuring language distance among historical varieties using perplexity. Application to European Portuguese.	Aug 1, 2018	Language AcquisitionLanguage Identification	CodeCode Available	0
MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization	May 30, 2023	Language Identification	CodeCode Available	0
MERLIon CCS Challenge Evaluation Plan	May 31, 2023	Language IdentificationTask 2	CodeCode Available	0
Hierarchical Character-Word Models for Language Identification	Aug 10, 2016	Language Identification	CodeCode Available	0
STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++	Oct 2, 2020	ClassificationGeneral Classification	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