IEEE

Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning Models

Abstract: Retrieval-Augmented Generation (RAG) systems face significant performance gaps when applied to technical domains requiring precise information extraction from complex documents. Current ...
IEEE

Analysis, Design, and Implementation of an Information Retrieval Approach for QoS Optimization in Information-Centric Networking Using Hybrid Naming Schemes

Abstract: Understanding how the naming scheme applies in Information-Centric Networking (ICN) is critical for enhancing the user’s Quality of Service (QoS) during information retrieval. However, until ...