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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 91–100 of 794 papers

Title	Date	Tasks	Status	Hype	Score
Is It Navajo? Accurate Language Detection in Endangered Athabaskan Languages	Jan 27, 2025	DiversityLanguage Identification	CodeCode Available	0	5
Italian Language and Dialect Identification and Regional French Variety Detection using Adaptive Naive Bayes	Oct 1, 2022	Dialect IdentificationLanguage Identification	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DocLangID: Improving Few-Shot Training to Identify the Language of Historical Documents	May 3, 2023	Few-Shot LearningLanguage Identification	CodeCode Available	0	5
Automatic Dialect Detection in Arabic Broadcast Speech	Sep 23, 2015	Dialect IdentificationLanguage Identification	CodeCode Available	0	5
A Semisupervised Approach for Language Identification based on Ladder Networks	Apr 1, 2016	DenoisingLanguage 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
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
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
Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi	Sep 8, 2021	Language IdentificationTransfer Learning	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