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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 71–80 of 794 papers

Title	Date	Tasks	Status	Hype	Score
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
End-to-end Language Identification using NetFV and NetVLAD	Sep 9, 2018	Language Identification	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
DocLangID: Improving Few-Shot Training to Identify the Language of Historical Documents	May 3, 2023	Few-Shot LearningLanguage Identification	CodeCode Available	0	5
Distilled Non-Semantic Speech Embeddings with Binary Neural Networks for Low-Resource Devices	Jul 12, 2022	Emotion RecognitionKeyword Spotting	CodeCode Available	0	5
A study of N-gram and Embedding Representations for Native Language Identification	Sep 1, 2017	Feature EngineeringLanguage Acquisition	CodeCode Available	0	5
DOSA: Dravidian Code-Mixed Offensive Span Identification Dataset	Apr 1, 2021	Language Identification	CodeCode Available	0	5
Enhance Language Identification using Dual-mode Model with Knowledge Distillation	Mar 7, 2022	Knowledge DistillationLanguage Identification	CodeCode Available	0	5
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche Language	May 10, 2025	Language IdentificationSynthetic Data Generation	CodeCode Available	0	5
A Semisupervised Approach for Language Identification based on Ladder Networks	Apr 1, 2016	DenoisingLanguage Identification	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