Logic Diffusion for Knowledge Graph Reasoning

no code implementations • 6 Jun 2023 • Xiaoying Xie, Biao Gong, Yiliang Lv, Zhen Han, Guoshuai Zhao, Xueming Qian

Most recent works focus on answering first order logical queries to explore the knowledge graph reasoning via multi-hop logic predictions.

UKnow: A Unified Knowledge Protocol for Common-Sense Reasoning and Vision-Language Pre-training

1 code implementation • 14 Feb 2023 • Biao Gong, Xiaoying Xie, Yutong Feng, Yiliang Lv, Yujun Shen, Deli Zhao

This work presents a unified knowledge protocol, called UKnow, which facilitates knowledge-based studies from the perspective of data.

Common Sense Reasoning