Generative AI in mobile networks: a survey

A Karapantelakis, P Alizadeh, A Alabassi, K Dey… - Annals of …, 2024 - Springer
This paper provides a comprehensive review of recent challenges and results in the field of
generative AI with application to mobile telecommunications networks. The objective is to …

An evaluation survey of knowledge-based approaches in telecommunication applications

GP Koudouridis, S Shalmashi, R Moosavi - Telecom, 2024 - mdpi.com
The purpose of this survey study is to shed light on the importance of knowledge usage and
knowledge-driven applications in telecommunication systems and businesses. To this end …

Using large language models to understand telecom standards

A Karapantelakis, M Thakur, A Nikou… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
The Third Generation Partnership Project (3GPP) has successfully introduced standards for
global mobility. However, the volume and complexity of these standards has increased over …

Entity Recognition in Telecommunications using Domain-adapted Language Models

DD Nimara, FG Gebre, V Huang - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Large Language Models (LLMs) trained on general data have demonstrated remarkable
efficacy in addressing downstream tasks, including Named Entity Recognition (NER) …