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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 491–500 of 794 papers

Title	Date	Tasks	Status	Hype
Automatic Detection of Code-switching Style from Acoustics	Jul 1, 2018	Automatic Speech Recognition (ASR)Language Identification	—Unverified	0
Named Entity Recognition on Code-Switched Data Using Conditional Random Fields	Jul 1, 2018	Language Identificationnamed-entity-recognition	—Unverified	0
Code-Switched Named Entity Recognition with Embedding Attention	Jul 1, 2018	Language Identificationnamed-entity-recognition	—Unverified	0
Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base	Jul 1, 2018	Automatic Speech Recognition (ASR)Information Retrieval	—Unverified	0
Simple Features for Strong Performance on Named Entity Recognition in Code-Switched Twitter Data	Jul 1, 2018	Language Identificationnamed-entity-recognition	—Unverified	0
Language Identification and Named Entity Recognition in Hinglish Code Mixed Tweets	Jul 1, 2018	Abuse DetectionChunking	—Unverified	0
Language Identification and Analysis of Code-Switched Social Media Text	Jul 1, 2018	Language IdentificationMachine Translation	—Unverified	0
Twitter Universal Dependency Parsing for African-American and Mainstream American English	Jul 1, 2018	Dependency ParsingInformation Retrieval	—Unverified	0
Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data	Jul 1, 2018	Automatic Speech Recognition (ASR)Language Identification	—Unverified	0
Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora	Jul 1, 2018	Language IdentificationSpoken Language Understanding	—Unverified	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