Masterclass: Responsible AI, bias and fairness
- Date: 17 November 2023, 09:15–13:00
- Location: Ångströmlaboratoriet, room 100155, Theatrum Visuale
- Type: Workshop
- Lecturer: Dr. Joyce Nakatumba-Nabende (Makerere University) and Dr. Andrew Katumba (Makerere University)
- Web page
- Organiser: Uppsala University’s Forum for Africa Studies
- Contact person: Kajsa Hallberg Adu
- Phone: 018-471 2241
A half-day introduction to responsible AI and bias in machine translation models for African languages, in particular.
Currently, there is significant growth in the area of building Natural Language Processing (NLP) tools for African languages, despite the lower availability of explicit text data than for English. In this workshop we introduce concepts on Responsible AI and then dive into the building of models for machine translation models for African languages. We then discuss the approach taken to evaluate and quantify the gender bias within a Luganda-English machine translation system using Word Embeddings Fairness Evaluation Framework (WEFE).