The impact of explanations on AI competency prediction in VQA

Published in 2020 IEEE International Conference on Humanized Computing and Communication with Artificial Intelligence (HCCAI), 2020

Recommended citation: Alipour, K., Ray, A., Lin, X., Schulze, J. P., Yao, Y., & Burachas, G. T. (2020, September). The impact of explanations on AI competency prediction in VQA. In 2020 IEEE International Conference on Humanized Computing and Communication with Artificial Intelligence (HCCAI) (pp. 25-32). IEEE. https://ieeexplore.ieee.org/abstract/document/9230378

In this paper, we evaluate the impact of explanations on the user’s mental model of AI agent competency within the task of visual question answering (VQA).