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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 776–794 of 794 papers

Title	Date	Tasks	Status	Hype
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training	May 16, 2018	Domain AdaptationLanguage Identification	CodeCode Available	0
AfriHuBERT: A self-supervised speech representation model for African languages	Sep 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Automatic Language Identification in Texts: A Survey	Apr 22, 2018	Language IdentificationSurvey	CodeCode Available	0
Automatic Dialect Detection in Arabic Broadcast Speech	Sep 23, 2015	Dialect IdentificationLanguage Identification	CodeCode Available	0
Is It Navajo? Accurate Language Detection in Endangered Athabaskan Languages	Jan 27, 2025	DiversityLanguage Identification	CodeCode Available	0
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
Script-Agnostic Language Identification	Jun 25, 2024	Language Identification	CodeCode Available	0
DOSA: Dravidian Code-Mixed Offensive Span Identification Dataset	Apr 1, 2021	Language Identification	CodeCode Available	0
Script Normalization for Unconventional Writing of Under-Resourced Languages in Bilingual Communities	May 25, 2023	Language IdentificationMachine Translation	CodeCode Available	0
KréyoLID From Language Identification Towards Language Mining	Mar 9, 2025	Language IdentificationMulti-class 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