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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 81–90 of 794 papers

Title	Date	Tasks	Status	Hype	Score
Distilled Non-Semantic Speech Embeddings with Binary Neural Networks for Low-Resource Devices	Jul 12, 2022	Emotion RecognitionKeyword Spotting	CodeCode Available	0	5
GeezSwitch: Language Identification in Typologically Related Low-resourced East African Languages	Jun 1, 2022	Language IdentificationMachine Translation	CodeCode Available	0	5
DOSA: Dravidian Code-Mixed Offensive Span Identification Dataset	Apr 1, 2021	Language Identification	CodeCode Available	0	5
Ghmerti at SemEval-2019 Task 6: A Deep Word- and Character-based Approach to Offensive Language Identification	Sep 22, 2020	Language Identification	CodeCode Available	0	5
A Semisupervised Approach for Language Identification based on Ladder Networks	Apr 1, 2016	DenoisingLanguage Identification	CodeCode Available	0	5
Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language Detection	Feb 19, 2021	Language IdentificationPosition	CodeCode Available	0	5
IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and Kannada	Apr 17, 2021	ClassificationLanguage Identification	CodeCode Available	0	5
IIITT@DravidianLangTech-EACL2021: Transfer Learning for Offensive Language Detection in Dravidian Languages	Apr 1, 2021	DiversityLanguage Identification	CodeCode Available	0	5
Discriminating Between Similar Nordic Languages	Dec 11, 2020	BIG-bench Machine LearningLanguage Identification	CodeCode Available	0	5
Finding Structure in Text, Genome and Other Symbolic Sequences	Jul 8, 2012	Information RetrievalLanguage 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