Attention Maps

AbstractVisual question answering (VQA) is a challenging task that requires a computer system to understand both a question and an image. While there is much research on VQA in English, …...

AbstractCompositional generalization is a basic mechanism in human language learning, but current neural networks lack such ability. In this paper, we conduct fundamental research for encoding compositionality in neural networks. …...

AbstractLarge-scale pre-trained language models have attracted extensive attentions in the research community and shown promising results on various tasks of natural language processing. However, the attention maps, which record the …...