Research has shown that large language models (LLMs) tend to overemphasize information at the beginning and end of a document ...

Unlike traditional databases, knowledge graphs organize information as nodes and edges, making them better for AI systems that reason & infer.

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases ...

Abstract: A conceptual framework for building a network of knowledge-based systems (KBS) to fully utilize the benefits of these systems within complex decision-making environments is proposed. The ...

Methods We propose a Global South-driven, systems ... knowledge and communication, and elevating these to the inclusion of local oversight, ownership, demand, engagement of traditional structures and ...

Abstract: Coded computing has received significant attention thanks to its advantage in alleviating the straggler effect in distributed computation framework ... the end-to-end delay for coded ...