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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 411–420 of 794 papers

Title	Date	Tasks	Status	Hype
From English to Code-Switching: Transfer Learning with Strong Morphological Clues	Sep 11, 2019	Language IdentificationNamed Entity Recognition (NER)	CodeCode Available	0
Topics to Avoid: Demoting Latent Confounds in Text Classification	Sep 1, 2019	ClassificationGeneral Classification	CodeCode Available	0
Towards Ethical Content-Based Detection of Online Influence Campaigns	Aug 29, 2019	Language IdentificationNative Language Identification	CodeCode Available	0
Two-stage Training for Chinese Dialect Recognition	Aug 6, 2019	Language IdentificationVocal Bursts Valence Prediction	—Unverified	0
Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition	Aug 1, 2019	Language IdentificationMME	—Unverified	0
Regression or classification? Automated Essay Scoring for Norwegian	Aug 1, 2019	Automated Essay ScoringBIG-bench Machine Learning	—Unverified	0
Anglicized Words and Misspelled Cognates in Native Language Identification	Aug 1, 2019	Language IdentificationNative Language Identification	—Unverified	0
Joint Language Identification of Code-Switching Speech using Attention based E2E Network	Jul 15, 2019	Language Identification	—Unverified	0
Adversarial Training for Multilingual Acoustic Modeling	Jun 17, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Naive Bayes and BiLSTM Ensemble for Discriminating between Mainland and Taiwan Variation of Mandarin Chinese	Jun 1, 2019	Dialect IdentificationLanguage 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