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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 781–790 of 794 papers

Title	Date	Tasks	Status	Hype
Italian Language and Dialect Identification and Regional French Variety Detection using Adaptive Naive Bayes	Oct 1, 2022	Dialect IdentificationLanguage Identification	CodeCode Available	0
LIMIT: Language Identification, Misidentification, and Translation using Hierarchical Models in 350+ Languages	May 23, 2023	Language IdentificationTranslation	CodeCode Available	0
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche Language	May 10, 2025	Language IdentificationSynthetic Data Generation	CodeCode Available	0
Crawling microblogging services to gather language-classified URLs. Workflow and case study	Aug 1, 2013	Language Identification	CodeCode Available	0
Word-level Embeddings for Cross-Task Transfer Learning in Speech Processing	Oct 22, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Joint UD Parsing of Norwegian Bokm and Nynorsk	May 1, 2017	Language IdentificationMachine Translation	CodeCode Available	0
Combination of multiple Deep Learning architectures for Offensive Language Detection in Tweets	Mar 16, 2019	Language Identification	CodeCode Available	0
JU\_ETCE\_17\_21 at SemEval-2019 Task 6: Efficient Machine Learning and Neural Network Approaches for Identifying and Categorizing Offensive Language in Tweets	Jun 1, 2019	Language IdentificationWord Embeddings	CodeCode Available	0
Spoken Language Identification System for English-Mandarin Code-Switching Child-Directed Speech	Jun 1, 2023	DecoderLanguage Identification	CodeCode Available	0
Native Language Identification with Big Bird Embeddings	Sep 13, 2023	Computational EfficiencyFeature Engineering	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