MasakhaNEWS: News Topic Classification for African languages.
David Ifeoluwa AdelaniMarek MasiakIsrael Abebe AzimeJesujoba Oluwadara AlabiAtnafu Lambebo TonjaChristine MwaseOdunayo OgundepoBonaventure F. P. DossouAkintunde OladipoDoreen NixdorfChris Chinenye EmezueSana Sabah Al-AzzawiBlessing K. SibandaDavis DavidLolwethu NdolelaJonathan MukiibiTunde Oluwaseyi AjayiTatiana Moteu NgoliBrian OdhiamboAbraham Toluwase OwodunniNnaemeka C. ObiefunaShamsuddeen Hassan MuhammadSaheed Abdullahi SalahudeenMesay Gemeda YigezuTajuddeen GwadabeIdris AbdulmuminMahlet Taye BameOluwabusayo Olufunke AwoyomiIyanuoluwa ShodeTolulope Anu AdelaniHabiba Abdulganiy KailaniAbdul-Hakeem OmotayoAdetola AdeekoAfolabi AbeebAremu AnuoluwapoSamuel OlanrewajuClemencia SiroWangari KimothoOnyekachi Raphael OgbuChinedu E. MbonuChiamaka ChukwunekeSamuel FanijoJessica OjoOyinkansola AwosanTadesse Kebede GugeSakayo Toadoum SariPamela NyatsineFreedmore SidumeOreen YousufMardiyyah OduwoleUssen KimanukaKanda Patrick TshinuThina DikoSiyanda NxakamaAbdulmejid Tuni JoharSinodos GebreMuhidin MohamedShafie Abdi MohamedFuad Mire HassanMoges Ahmed MehamedEvrard NgabirePontus StenetorpPublished in: CoRR (2023)
Keyphrases
- news articles
- pattern recognition
- news stories
- image classification
- classification scheme
- decision trees
- feature extraction
- classification models
- feature vectors
- machine learning
- text classification
- pattern classification
- classification accuracy
- automatic classification
- online news
- model selection
- classification algorithm
- benchmark datasets
- supervised learning
- support vector machine
- training set
- preprocessing
- feature selection
- text categorization
- class labels
- decision rules
- neural network
- expressive power
- document classification
- feature space
- south africa
- information retrieval
- news items