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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 41–50 of 794 papers

Title	Date	Tasks	Status	Hype	Score
Geographically-Informed Language Identification	Mar 14, 2024	Language Identification	CodeCode Available	0	5
From N-grams to Pre-trained Multilingual Models For Language Identification	Oct 11, 2024	Language IdentificationXLM-R	CodeCode Available	0	5
From English to Code-Switching: Transfer Learning with Strong Morphological Clues	Sep 11, 2019	Language IdentificationNamed Entity Recognition (NER)	CodeCode Available	0	5
GeezSwitch: Language Identification in Typologically Related Low-resourced East African Languages	Jun 1, 2022	Language IdentificationMachine Translation	CodeCode Available	0	5
Ghmerti at SemEval-2019 Task 6: A Deep Word- and Character-based Approach to Offensive Language Identification	Sep 22, 2020	Language Identification	CodeCode Available	0	5
Aggressive Language Identification Using Word Embeddings and Sentiment Features	Aug 1, 2018	Aggression IdentificationBIG-bench Machine Learning	CodeCode Available	0	5
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech	May 25, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5
An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification	Nov 1, 2021	Language IdentificationNatural Language Understanding	CodeCode Available	0	5
AfriHuBERT: A self-supervised speech representation model for African languages	Sep 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5
FBK-DH at SemEval-2020 Task 12: Using Multi-channel BERT for Multilingual Offensive Language Detection	Dec 1, 2020	Language IdentificationMachine Translation	CodeCode Available	0	5

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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