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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 61–70 of 794 papers

Title	Date	Tasks	Status	Hype	Score
Italian Language and Dialect Identification and Regional French Variety Detection using Adaptive Naive Bayes	Oct 1, 2022	Dialect IdentificationLanguage Identification	CodeCode Available	0	5
Joint UD Parsing of Norwegian Bokm and Nynorsk	May 1, 2017	Language IdentificationMachine Translation	CodeCode Available	0	5
Finding Structure in Text, Genome and Other Symbolic Sequences	Jul 8, 2012	Information RetrievalLanguage Identification	CodeCode Available	0	5
FBK-DH at SemEval-2020 Task 12: Using Multi-channel BERT for Multilingual Offensive Language Detection	Dec 1, 2020	Language IdentificationMachine Translation	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
GeezSwitch: Language Identification in Typologically Related Low-resourced East African Languages	Jun 1, 2022	Language IdentificationMachine Translation	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
Enhance Language Identification using Dual-mode Model with Knowledge Distillation	Mar 7, 2022	Knowledge DistillationLanguage Identification	CodeCode Available	0	5
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche Language	May 10, 2025	Language IdentificationSynthetic Data Generation	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