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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 121–130 of 794 papers

Title	Date	Tasks	Status	Hype	Score
STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++	Oct 2, 2020	ClassificationGeneral Classification	CodeCode Available	0	5
STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++	Dec 1, 2020	Classificationintent-classification	CodeCode Available	0	5
Crawling microblogging services to gather language-classified URLs. Workflow and case study	Aug 1, 2013	Language Identification	CodeCode Available	0	5
The WiLI benchmark dataset for written language identification	Jan 23, 2018	General ClassificationLanguage Identification	CodeCode Available	0	5
Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi	Sep 8, 2021	Language IdentificationTransfer Learning	CodeCode Available	0	5
Towards Offensive Language Identification for Dravidian Languages	Apr 1, 2021	Few-Shot LearningLanguage Identification	CodeCode Available	0	5
Comparing the Performance of CNNs and Shallow Models for Language Identification	Apr 1, 2021	Dialect IdentificationLanguage Identification	CodeCode Available	0	5
Code-Switched Language Identification is Harder Than You Think	Feb 2, 2024	Language IdentificationSentence	CodeCode Available	0	5
AdelaideCyC at SemEval-2020 Task 12: Ensemble of Classifiers for Offensive Language Detection in Social Media	Dec 1, 2020	Language Identification	CodeCode Available	0	5
Combination of multiple Deep Learning architectures for Offensive Language Detection in Tweets	Mar 16, 2019	Language Identification	CodeCode Available	0	5

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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