QE Is Back: Which Assets Are Set to Benefit the Most From the Liquidity Boost?

QE is back! On December 10th, the Federal Reserve announced its plan to purchase $40 billion in Treasury securities each ...
IEEE

LGNet: Linear Graph Representation for Efficient Cold-Start Recommendations

Abstract: Graph Convolutional Networks (GCNs) demonstrate significant potential in recommendation systems but face difficulties with the cold-start problem, especially in integrating new nodes during ...
SiliconANGLE

RelationalAI introduces new graph processing features for its Snowflake app

Startup RelationalAI Inc. today introduced new features for its software that will enable companies to analyze their data more efficiently. The capabilities debuted at the annual Snowflake Summit in ...
GitHub

Entity and Relation Parsing in Lowest-Level Graph Construction

Hi, I'm currently working on re-implementing the GraphRAG paper and had some questions regarding the construction of the lowest-level graph from document chunks. How exactly are entities and relations ...
Scientific Research Publishing

A Maritime Document Knowledge Graph Construction Method Based on Conceptual Proximity Relations ()

1 COSCO Shipping Technology Co., Ltd., Shanghai, China. 2 COSCO Shipping Specialized Carriers Co., Ltd., Guangzhou, China. The cost and strict input format requirements of GraphRAG make it less ...
marktechpost

GraphIC: A Novel Machine Learning Approach that Leverages Graph-based Representations of Reasoning Processes Coupled with Bayesian Networks (BNs) to Select In-Context Examples ...

In-context learning (ICL) enables LLMs to adapt to new tasks by including a few examples directly in the input without updating their parameters. However, selecting appropriate in-context examples ...
IEEE

Restage: Relation Structure-Aware Hierarchical Heterogeneous Graph Embedding

Abstract: Heterogeneous graphs contain multiple types of entities and relations, which are capable of modeling complex interactions. Embedding on heterogeneous graphs has become an essential tool for ...
The Washington Post

A look at Trump’s misleading, inaccurate graph of U.S. immigration

We may never know why it occurred to Donald Trump or someone with access to his Truth Social account to post a graph about immigration at 2:20 a.m. Fox News was re-airing Sean Hannity’s show during ...