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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 731–740 of 794 papers

Title	Date	Tasks	Status	Hype
Language Identification for Austronesian Languages	Jun 9, 2022	Language Identification	CodeCode Available	0
problemConquero at SemEval-2020 Task 12: Transformer and Soft label-based approaches	Jul 21, 2020	Language Identification	CodeCode Available	0
STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++	Dec 1, 2020	Classificationintent-classification	CodeCode Available	0
Short Text Language Identification for Under Resourced Languages	Nov 18, 2019	Language Identification	CodeCode Available	0
Pretrained Transformers for Offensive Language Identification in Tanglish	Oct 6, 2021	Language IdentificationText Classification	CodeCode Available	0
English Please: Evaluating Machine Translation with Large Language Models for Multilingual Bug Reports	Feb 20, 2025	Domain AdaptationLanguage Identification	CodeCode Available	0
Topics to Avoid: Demoting Latent Confounds in Text Classification	Sep 1, 2019	ClassificationGeneral Classification	CodeCode Available	0
The Curious Case of Logistic Regression for Italian Languages and Dialects Identification	Oct 1, 2022	Language IdentificationMachine Translation	CodeCode Available	0
Offensive Language Identification in Greek	Mar 16, 2020	Language Identification	CodeCode Available	0
Offensive Language Identification in Low-resourced Code-mixed Dravidian languages using Pseudo-labeling	Aug 27, 2021	Language IdentificationMarketing	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