InfoWorld

Taming the generative AI back end

Writing code that interacts with LLM services requires bridging two different worlds. Use these tips and techniques to bind ...
Computer Weekly

Putting AI to work in network management

We explore how artificial intelligence is being integrated into network management tools, and the challenges it presents.
IEEE

Query Answering for Tabular Data Using Large Language Models

Abstract: This study presents a novel end-to-end approach to generating accurate responses for tabular data using Large Language Models combined with Retrieval-Augmented Generation. Our method ...
IEEE

MAQ-Retrieval: Multi-Aspect Queries Retrieval for Large Language Models

Abstract: Retrieval-Augmented Generation (RAG) typically relies on single-query retrieval. Various query optimization techniques have been proposed to enhance retrieval by decomposing the single query ...