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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 131–140 of 794 papers

Title	Date	Tasks	Status	Hype	Score
Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages	Aug 2, 2020	DiversityDomain Adaptation	CodeCode Available	0	5
Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi	Sep 8, 2021	Language IdentificationTransfer Learning	CodeCode Available	0	5
Discriminating between Similar Languages using Weighted Subword Features	Apr 1, 2017	Language IdentificationText Categorization	CodeCode Available	0	5
Discriminating Between Similar Nordic Languages	Dec 11, 2020	BIG-bench Machine LearningLanguage Identification	CodeCode Available	0	5
Improved Text Language Identification for the South African Languages	Nov 1, 2017	Language Identification	CodeCode Available	0	5
Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches	Jun 1, 2019	Language IdentificationTransfer Learning	CodeCode Available	0	5
Multilingual Offensive Language Identification with Cross-lingual Embeddings	Oct 11, 2020	Language IdentificationTransfer Learning	CodeCode Available	0	5
Enhance Language Identification using Dual-mode Model with Knowledge Distillation	Mar 7, 2022	Knowledge DistillationLanguage Identification	CodeCode Available	0	5
Finding Structure in Text, Genome and Other Symbolic Sequences	Jul 8, 2012	Information RetrievalLanguage Identification	CodeCode Available	0	5
Building a TOCFL Learner Corpus for Chinese Grammatical Error Diagnosis	May 1, 2018	Grammatical Error DetectionLanguage Acquisition	—Unverified	0	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