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Language Identification

Language identification is the task of determining the language of a text.

Papers

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Showing 451–475 of 794 papers

TitleStatusHype
Insights into End-to-End Learning Scheme for Language Identification—0
Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching—0
Investigating Machine Learning Methods for Language and Dialect Identification of Cuneiform Texts—0
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions—0
IR3218-UI at SemEval-2020 Task 12: Emoji Effects on Offensive Language IdentifiCation—0
IRLab\_DAIICT at SemEval-2020 Task 12: Machine Learning and Deep Learning Methods for Offensive Language Identification—0
IRlab@IITV at SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media Using SVM—0
IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL—0
Is Attention always needed? A Case Study on Language Identification from Speech—0
Iterative Language Model Adaptation for Indo-Aryan Language Identification—0
JCT at SemEval-2020 Task 12: Offensive Language Detection in Tweets Using Preprocessing Methods, Character and Word N-grams—0
Joint Approach to Deromanization of Code-mixed Texts—0
Joint Language Identification of Code-Switching Speech using Attention based E2E Network—0
Joint unsupervised and supervised learning for context-aware language identification—0
JUNLP@DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Langauges—0
KanCMD: Kannada CodeMixed Dataset for Sentiment Analysis and Offensive Language Detection—0
Hope Speech Detection: A Computational Analysis of the Voice of Peace—0
KoKo: an L1 Learner Corpus for German—0
KS@LTH at SemEval-2020 Task 12: Fine-tuning Multi- and Monolingual Transformer Models for Offensive Language Detection—0
Label Aware Speech Representation Learning For Language Identification—0
Labeling of Query Words using Conditional Random Field—0
Labeling the Languages of Words in Mixed-Language Documents using Weakly Supervised Methods—0
LAMASSU: Streaming Language-Agnostic Multilingual Speech Recognition and Translation Using Neural Transducers—0
langid.py: An Off-the-shelf Language Identification Tool—0
Language and Dialect Discrimination Using Compression-Inspired Language Models—0
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All datasetsVOXLINGUA107GlotLID-CNordic Language IdentificationOpenSubtitlesUniversal DependenciesVoxForge

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1wav2vec 2.0 LV-60KError rate7.2—Unverified
2XLS-RError rate5.7—Unverified
#ModelMetricClaimedVerifiedStatus
1GlotLIDMacro F10.98—Unverified
#ModelMetricClaimedVerifiedStatus
1FastTextAccuracy0.97—Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy91.37—Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy86.93—Unverified
#ModelMetricClaimedVerifiedStatus
1ConformerG-PAccuracy99.8—Unverified