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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 341–350 of 794 papers

Title	Date	Tasks	Status	Hype
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning	Oct 25, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification	Oct 22, 2020	Language IdentificationSpoken language identification	—Unverified	0
American Sign Language Identification Using Hand Trackpoint Analysis	Oct 20, 2020	BIG-bench Machine LearningLanguage Identification	—Unverified	0
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets	Oct 17, 2020	Information RetrievalLanguage Identification	—Unverified	0
Exploiting Spectral Augmentation for Code-Switched Spoken Language Identification	Oct 14, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
BRUMS at SemEval-2020 Task 12 : Transformer based Multilingual Offensive Language Identification in Social Media	Oct 13, 2020	Language Identification	—Unverified	0
Multilingual Offensive Language Identification with Cross-lingual Embeddings	Oct 11, 2020	Language IdentificationTransfer Learning	CodeCode Available	0
Word Level Language Identification in English Telugu Code Mixed Data	Oct 9, 2020	Language IdentificationMachine Translation	—Unverified	0
Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification using Pre-trained Language Models	Oct 7, 2020	AllKnowledge Distillation	—Unverified	0
PUM at SemEval-2020 Task 12: Aggregation of Transformer-based models' features for offensive language recognition	Oct 5, 2020	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