Andrey Barsky

DocVXQA: Context-Aware Visual Explanations for Document Question Answering

We propose **DocVXQA**, a novel framework for visually self-explainable document question answering, where the goal is not only to produce accurate answers to questions but also to learn visual heatmaps that highlight critical regions, offering interpretable justifications for the model decision. To…