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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 701–710 of 794 papers

Title	Date	Tasks	Status	Hype
From N-grams to Pre-trained Multilingual Models For Language Identification	Oct 11, 2024	Language IdentificationXLM-R	CodeCode Available	0
Using Language Learner Data for Metaphor Detection	Jun 1, 2018	Language IdentificationWord Embeddings	CodeCode Available	0
Comparing the Performance of CNNs and Shallow Models for Language Identification	Apr 1, 2021	Dialect IdentificationLanguage Identification	CodeCode Available	0
AdelaideCyC at SemEval-2020 Task 12: Ensemble of Classifiers for Offensive Language Detection in Social Media	Dec 1, 2020	Language Identification	CodeCode Available	0
Aggressive Language Identification Using Word Embeddings and Sentiment Features	Aug 1, 2018	Aggression IdentificationBIG-bench Machine Learning	CodeCode Available	0
Unsupervised Preference-Aware Language Identification	May 1, 2022	Language Identification	CodeCode Available	0
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)	Mar 19, 2019	Language Identification	CodeCode Available	0
GeezSwitch: Language Identification in Typologically Related Low-resourced East African Languages	Jun 1, 2022	Language IdentificationMachine Translation	CodeCode Available	0
What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions	Apr 10, 2024	Emotion RecognitionKeyword Spotting	CodeCode Available	0
Discriminating Between Similar Nordic Languages	Dec 11, 2020	BIG-bench Machine LearningLanguage Identification	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