Retrieval Augmented Large Language Models

Abstract

In the previous period, there has been a great development of systems that use large language models. These systems have shown great potential in various scenarios, but have also demonstrated significant shortcomings, such as hallucinations. This paper will present a solution that uses an external database that is supposed to im- prove the performance of language models and solve existing problems.

Keywords: Large language models, Information retrieval systems, Open domain question answering, Hallucinations

Published on website: 14.10.2023

Attached files: Bojic.pdf