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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 211–220 of 794 papers

Title	Date	Tasks	Status	Hype
Ceasing hate withMoH: Hate Speech Detection in Hindi-English Code-Switched Language	Oct 18, 2021	Hate Speech DetectionLanguage Identification	—Unverified	0
Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models	Oct 7, 2021	Language IdentificationSelf-Supervised Learning	—Unverified	0
Pretrained Transformers for Offensive Language Identification in Tanglish	Oct 6, 2021	Language IdentificationText Classification	CodeCode Available	0
Is Attention always needed? A Case Study on Language Identification from Speech	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	Sep 27, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Language Identification with a Reciprocal Rank Classifier	Sep 20, 2021	Domain AdaptationLanguage Identification	CodeCode Available	0
UPV at CheckThat! 2021: Mitigating Cultural Differences for Identifying Multilingual Check-worthy Claims	Sep 19, 2021	Fact CheckingLanguage Identification	CodeCode Available	0
Unsupervised Personality-Aware Language Identification	Sep 17, 2021	Language Identification	—Unverified	0
The futility of STILTs for the classification of lexical borrowings in Spanish	Sep 17, 2021	Language Identificationnamed-entity-recognition	—Unverified	0
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning	Sep 14, 2021	Language IdentificationNatural Language Inference	CodeCode Available	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