David Ifeoluwa Adelani
Canadian Institute for Advanced Research(CA)McGill University(CA)
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Multimodal Machine Learning Applications, Hate Speech and Cyberbullying Detection, Speech Recognition and Synthesis
Most-Cited Works
- → MasakhaNER: Named Entity Recognition for African Languages(2021)229 cited
- → Demographic Inference and Representative Population Estimates from Multilingual Social Media Data(2019)203 cited
- → Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-Based Detection(2020)94 cited
- → The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset(2023)65 cited
- → NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis(2022)57 cited
- → Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning(2022)51 cited
- → Transfer Learning and Distant Supervision for Multilingual Transformer\n Models: A Study on African Languages(2020)49 cited
- → AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages(2023)47 cited
- → A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation(2022)45 cited