While retrieval-augmented generation is effective for simpler queries, advanced reasoning questions require deeper connections between information that exist across documents. They require a knowledge ...

SM-GNN prunes multi-view GNNs to pure propagation, cutting training time while outperforming prior MKGC accuracies on two ...

Knowledge representation is a fundamental aspect of AI, which allows machines to understand, think, and even make choices ...

Even though it probably affects our lives every single day, most of us have no idea what a “knowledge graph” is. Asking your favorite voice assistant what the weather will be like tomorrow? That’s ...

A super geeky topic, which could have super important repercussions in the real world. That description could very well fit anything from cold fusion to knowledge graphs, so a bit of unpacking is in ...

Knowledge graphs are hyped. We can officially say this now, since Gartner included knowledge graphs in the 2018 hype cycle for emerging technologies. Though we did not have to wait for Gartner -- ...

New AI Graph Toolkit makes it 10x easier to port SQL and unstructured data into a knowledge graph Developers accelerate access to GraphRAG to meet business users’ demands for accurate ChatGPT-style ...

Discover what context graphs are, why they're revolutionizing AI systems, and who's building this trillion-dollar technology ...