3 citations · 11 across the 18 of their papers we have counts for
5 papers · 1 filter
Fairness and Bias in Multimodal AI: A Survey
Tosin Adewumi, Lama Alkhaled, Namrata Gurung +2
The importance of addressing fairness and bias in artificial intelligence (AI) systems cannot be over-emphasized. Mainstream media has been awashed with news of incidents around st…
Data Bias According to Bipol: Men are Naturally Right and It is the Role of Women to Follow Their Lead
Irene Pagliai, Goya van Boven, Tosin Adewumi +4
We introduce new large labeled datasets on bias in 3 languages and show in experiments that bias exists in all 10 datasets of 5 languages evaluated, including benchmark datasets on…
On the Limitations of Large Language Models (LLMs): False Attribution
Tosin Adewumi, Nudrat Habib, Lama Alkhaled +1
In this work, we introduce a new hallucination metric - Simple Hallucination Index (SHI) and provide insight into one important limitation of the parametric knowledge of large lang…
Vehicle Detection Performance in Nordic Region
Hamam Mokayed, Rajkumar Saini, Oluwatosin Adewumi +5
This paper addresses the critical challenge of vehicle detection in the harsh winter conditions in the Nordic regions, characterized by heavy snowfall, reduced visibility, and low…
Instruction Makes a Difference
Tosin Adewumi, Nudrat Habib, Lama Alkhaled +1
We introduce Instruction Document Visual Question Answering (iDocVQA) dataset and Large Language Document (LLaDoc) model, for training Language-Vision (LV) models for document anal…