MasakhaNEWS: News Topic Classification for African languages.
David Ifeoluwa AdelaniMarek MasiakIsrael Abebe AzimeJesujoba O. AlabiAtnafu Lambebo TonjaChristine MwaseOdunayo OgundepoBonaventure F. P. DossouAkintunde OladipoDoreen NixdorfChris Chinenye EmezueSana Sabah Al-AzzawiBlessing K. SibandaDavis DavidLolwethu NdolelaJonathan MukiibiTunde AjayiTatiana Moteu NgoliBrian OdhiamboAbraham Toluwase OwodunniNnaemeka C. ObiefunaMuhidin MohamedShamsuddeen Hassan MuhammadTeshome Mulugeta AbabuSaheed Abdullahi SalahudeenMesay Gemeda YigezuTajuddeen GwadabeIdris AbdulmuminMahlet Taye BameOluwabusayo Olufunke AwoyomiIyanuoluwa ShodeTolulope Anu AdelaniHabiba AbdulganiyuAbdul-Hakeem OmotayoAdetola AdeekoAfolabi AbeebAremu AnuoluwapoSamuel OlanrewajuClemencia SiroWangari KimothoOnyekachi Raphael OgbuChinedu E. MbonuChiamaka ChukwunekeSamuel FanijoJessica OjoOyinkansola AwosanTadesse Kebede GugeSakayo Toadoum SariPamela NyatsineFreedmore SidumeOreen YousufMardiyyah OduwoleKanda Patrick TshinuUssen KimanukaThina DikoSiyanda NxakamaSinodos G. NugussieAbdulmejid Tuni JoharShafie Abdi MohamedFuad Mire HassanMoges Ahmed MehamedEvrard NgabireJules JulesIvan SsenkunguPontus StenetorpPublished in: IJCNLP (1) (2023)
Keyphrases
- pattern recognition
- news stories
- pattern classification
- machine learning
- decision rules
- classification method
- classification algorithm
- decision trees
- document classification
- news articles
- classification rules
- automatic classification
- classification accuracy
- search engine
- text classification
- support vector machine
- expressive power
- machine learning methods
- feature vectors
- classification models
- grammatical inference
- topic detection
- feature selection
- data sets
- class labels
- support vector machine svm
- preprocessing