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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 741–750 of 794 papers

Title	Date	Tasks	Status	Hype
A study of N-gram and Embedding Representations for Native Language Identification	Sep 1, 2017	Feature EngineeringLanguage Acquisition	CodeCode Available	0
Language Identification Using Deep Convolutional Recurrent Neural Networks	Aug 16, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and Kannada	Apr 17, 2021	ClassificationLanguage Identification	CodeCode Available	0
IIITT@DravidianLangTech-EACL2021: Transfer Learning for Offensive Language Detection in Dravidian Languages	Apr 1, 2021	DiversityLanguage Identification	CodeCode Available	0
Language Identification with a Reciprocal Rank Classifier	Sep 20, 2021	Domain AdaptationLanguage Identification	CodeCode Available	0
OffMix-3L: A Novel Code-Mixed Dataset in Bangla-English-Hindi for Offensive Language Identification	Oct 27, 2023	Language Identification	CodeCode Available	0
Discriminating between Similar Languages using Weighted Subword Features	Apr 1, 2017	Language IdentificationText Categorization	CodeCode Available	0
Multi-label Scandinavian Language Identification (SLIDE)	Feb 10, 2025	Language IdentificationSentence	CodeCode Available	0
Improved Text Language Identification for the South African Languages	Nov 1, 2017	Language Identification	CodeCode Available	0
Universal Dependency Parsing for Hindi-English Code-switching	Apr 16, 2018	Dependency ParsingLanguage Identification	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