The team proposed a Graph-Segmenter, including a Graph Transformer and a Boundary-aware Attention module, which is an effective network for simultaneously modeling the more profound relation ...

In fact, in 2021 OpenAI has already modified GPT-3 to generate images from text descriptions. The transformer looks ready to dominate 2021. Graph neural networks.

X-Transformer targets what the researchers call “extreme” multi-label text classification (XMC): Given an input text instance, it attempts to return the most relevant labels from a collection ...