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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 451–460 of 794 papers

Title	Date	Tasks	Status	Hype	Score
Norwegian Native Language Identification	Sep 1, 2015	Language AcquisitionLanguage Identification	—Unverified	0	0
NTU\_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach	Dec 1, 2020	Language IdentificationMulti-Task Learning	—Unverified	0	0
NUIG at SemEval-2020 Task 12: Pseudo Labelling for Offensive Content Classification	Dec 1, 2020	Language IdentificationPseudo Label	—Unverified	0	0
NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers	Jun 1, 2019	General ClassificationLanguage Identification	—Unverified	0	0
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts	Feb 25, 2025	Image SegmentationLanguage Identification	—Unverified	0	0
OcWikiDisc: a Corpus of Wikipedia Talk Pages in Occitan	Oct 1, 2022	8kLanguage Identification	—Unverified	0	0
Absit invidia verbo: Comparing Deep Learning methods for offensive language	Mar 14, 2019	Deep LearningLanguage Identification	—Unverified	0	0
Offensive language identification in Dravidian code mixed social media text	Apr 1, 2021	Language IdentificationTransfer Learning	—Unverified	0	0
Offensive Language Identification in Transliterated and Code-Mixed Bangla	Nov 25, 2023	Language Identification	—Unverified	0	0
OFFLangOne@DravidianLangTech-EACL2021: Transformers with the Class Balanced Loss for Offensive Language Identification in Dravidian Code-Mixed text.	Apr 1, 2021	Language IdentificationTransliteration	—Unverified	0	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