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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 601–610 of 794 papers

Title	Date	Tasks	Status	Hype
Comparing Two Basic Methods for Discriminating Between Similar Languages and Varieties	Dec 1, 2016	Automatic Speech Recognition (ASR)General Classification	—Unverified	0
Language and Dialect Discrimination Using Compression-Inspired Language Models	Dec 1, 2016	Authorship AttributionDialect Identification	—Unverified	0
Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared Task	Dec 1, 2016	Dialect IdentificationGeneral Classification	—Unverified	0
Experimental Study of Vowels in Nagamese, Ao and Lotha: Languages of Nagaland	Dec 1, 2016	Language IdentificationSpeech Recognition	—Unverified	0
HeLI, a Word-Based Backoff Method for Language Identification	Dec 1, 2016	Language IdentificationPosition	CodeCode Available	0
Automatic Detection of Arabicized Berber and Arabic Varieties	Dec 1, 2016	Language Identification	—Unverified	0
Subdialectal Differences in Sorani Kurdish	Dec 1, 2016	General ClassificationInformation Retrieval	—Unverified	0
ASIREM Participation at the Discriminating Similar Languages Shared Task 2016	Dec 1, 2016	Dialect IdentificationLanguage Identification	—Unverified	0
Discriminating Similar Languages with Linear SVMs and Neural Networks	Dec 1, 2016	Deep LearningLanguage Identification	—Unverified	0
Vanilla Classifiers for Distinguishing between Similar Languages	Dec 1, 2016	Information RetrievalLanguage 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