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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 381–390 of 794 papers

Title	Date	Tasks	Status	Hype
Is Attention always needed? A Case Study on Language Identification from Speech	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
An Exploratory Analysis of the Relation Between Offensive Language and Mental Health	May 31, 2021	Depression DetectionLanguage Identification	—Unverified	0
Building Parallel Monolingual Gan Chinese Dialects Corpus	May 1, 2018	Language Identification	—Unverified	0
Iterative Language Model Adaptation for Indo-Aryan Language Identification	Aug 1, 2018	Language IdentificationLanguage Modeling	—Unverified	0
JCT at SemEval-2020 Task 12: Offensive Language Detection in Tweets Using Preprocessing Methods, Character and Word N-grams	Dec 1, 2020	Language Identification	—Unverified	0
Joint Approach to Deromanization of Code-mixed Texts	Jun 1, 2019	Language IdentificationTransliteration	—Unverified	0
Joint Language Identification of Code-Switching Speech using Attention based E2E Network	Jul 15, 2019	Language Identification	—Unverified	0
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages	Sep 17, 2023	HallucinationLanguage Identification	—Unverified	0
Joint unsupervised and supervised learning for context-aware language identification	Mar 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Experiments in Discriminating Similar Languages	Sep 1, 2015	Language IdentificationMachine Translation	—Unverified	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