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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 776–794 of 794 papers

Title	Date	Tasks	Status	Hype
Native Language Identification using Recurring n-grams -- Investigating Abstraction and Domain Dependence	Dec 1, 2012	Language AcquisitionLanguage Identification	—Unverified	0
Finding Structure in Text, Genome and Other Symbolic Sequences	Jul 8, 2012	Information RetrievalLanguage Identification	CodeCode Available	0
Exploring Adaptor Grammars for Native Language Identification	Jul 1, 2012	Language AcquisitionLanguage Identification	—Unverified	0
Characterizing Stylistic Elements in Syntactic Structure	Jul 1, 2012	Language Identification	—Unverified	0
langid.py: An Off-the-shelf Language Identification Tool	Jul 1, 2012	Language IdentificationMachine Translation	—Unverified	0
Beefmoves: Dissemination, Diversity, and Dynamics of English Borrowings in a German Hip Hop Forum	Jul 1, 2012	DiversityLanguage Identification	—Unverified	0
Vers la correction automatique de textes bruit\'es: Architecture g\'en\'erale et d\'etermination de la langue d'un mot inconnu (Towards Automatic Spell-Checking of Noisy Texts : General Architecture and Language Identification for Unknown Words) [in French]	Jun 1, 2012	Language IdentificationSpelling Correction	—Unverified	0
Language Identification for Creating Language-Specific Twitter Collections	Jun 1, 2012	Language Identification	—Unverified	0
Reference Scope Identification in Citing Sentences	Jun 1, 2012	Language IdentificationParaphrase Identification	—Unverified	0
Linguagrid: a network of Linguistic and Semantic Services for the Italian Language.	May 1, 2012	ClusteringDependency Parsing	—Unverified	0
Development of Text and Speech database for Hindi and Indian English specific to Mobile Communication environment	May 1, 2012	Language IdentificationSpeech Recognition	—Unverified	0
A Mandarin-English Code-Switching Corpus	May 1, 2012	Boundary DetectionLanguage Identification	—Unverified	0
Measuring Interlanguage: Native Language Identification with L1-influence Metrics	May 1, 2012	Language AcquisitionLanguage Identification	—Unverified	0
Large Scale Lexical Analysis	May 1, 2012	Language IdentificationLexical Analysis	—Unverified	0
Query log analysis with LangLog	Apr 1, 2012	Language Identification	—Unverified	0
Yet Another Language Identifier	Apr 1, 2012	Language IdentificationQuestion Answering	—Unverified	0
Cross-domain Feature Selection for Language Identification	Nov 11, 2011	feature selectionLanguage Identification	—Unverified	0
Automatic Spoken Language Identification Utilizing Acoustic and Phonetic Speech Information	Jun 1, 2004	Language Identificationspeech-recognition	—Unverified	0
Automatic language identification	Aug 1, 2001	Language Identification	—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