Research Papers
This repository is a collection of research papers published by Data Science Nigeria.
Each folder contains all the materials used in conducting respective research projects (inclusive of their datasets and codes if available).
Projects:
- spaCy model for Medical Named Entity Recognition in Nigerian Social Media Texts
- Semantic Enrichment of Nigerian Pidgin English for Contextual Sentiment Classification (Paper link)
- AFRIRAZER: A Deep Learning Model to remove Background and Skin from Traditional African Fashion Images (Paper link)
- Real-Time Crowdsourcing of Health Data in a Low-Income Country: A Case Study of Human Data Supply on Malaria First-Line Treatment Policy Tracking in Nigeria (Paper link)
- Problem and Solution Documentation Template for Machine Learning Competitions to Enhance Explainability, Reproducibility, and Collaboration Between Stakeholders (Paper link)
- Federated Grassroots Community Model for Catalyzing Artificial Intelligence for Common Good (Paper link)
- NaijaNER: Comprehensive Named Entity Recignition for 5 Nigerian Languages (Paper link)
- Artificial Intelligence for Pharmacovigilance in Nigerian Social Media Text (Paper link)
- AFRIFASHION1600: A Contemporary African Fashion Dataset for Computer Vision (Paper link)
- AFRIGAN: African Fashion Style Generator using Generative Adversarial Networks(GANs) (Paper link)
- AFRIFASHION40000: A GAN generated African Fashion Dataset for Computer Vision (Paper link)
- A Comparative Analysis of Semi-Supervised and Self-Supervised Classification for Labeling Tweets about Police Brutality (Paper link)
- A Practical Framework for Building and Managing Digital Crowdsourcing Communities (Paper link)
- AI-powered understanding of family planning behavioural change using the fogg model (Paper link)
- COVNLP: A Multisource COVID-19 dataset for Natural Language Processing (Paper link)
- EDUSTT: In-Domain Speech Recognition for Nigerian Accented Educational Contents in English (Paper link)