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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 51–60 of 794 papers

Title	Date	Tasks	Status	Hype	Score
Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding	Jan 10, 2025	Automatic Speech RecognitionClassification	CodeCode Available	0	5
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech	May 25, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5
From English to Code-Switching: Transfer Learning with Strong Morphological Clues	Sep 11, 2019	Language IdentificationNamed Entity Recognition (NER)	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
Geographically-Informed Language Identification	Mar 14, 2024	Language Identification	CodeCode Available	0	5
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages	Feb 14, 2021	Language Identificationtext-classification	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
Approaches to Corpus Creation for Low-Resource Language Technology: the Case of Southern Kurdish and Laki	Apr 3, 2023	Language Identification	CodeCode Available	0	5
English Please: Evaluating Machine Translation with Large Language Models for Multilingual Bug Reports	Feb 20, 2025	Domain AdaptationLanguage Identification	CodeCode Available	0	5
End-to-end Language Identification using NetFV and NetVLAD	Sep 9, 2018	Language 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