Yue Dai

Graph-Based Multimodal Contrastive Learning for Chart Question Answering

2025 · arXiv (Cornell University)

Chart question answering (ChartQA) is challenged by the heterogeneous composition of chart elements and the subtle data patterns they encode. This work introduces a novel joint multimodal scene graph framework that explicitly models the relationships …