[HTML][HTML] 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 …

AI-native interconnect framework for integration of large language model technologies in 6G systems

S Tarkoma, R Morabito, J Sauvola - arXiv preprint arXiv:2311.05842, 2023 - arxiv.org
The evolution towards 6G architecture promises a transformative shift in communication
networks, with artificial intelligence (AI) playing a pivotal role. This paper delves deep into …

[PDF][PDF] Recommendation System for Product Test Failures Using BERT.

X Sun, H Holm, S Molavipour, FG Gebre, Y Pawar… - KDIR, 2023 - pdfs.semanticscholar.org
Historical failure records can provide insights to investigate if a similar situation occurred
during the troubleshooting process in software. However, in the era of information explosion …

Telecom Foundation Models: Applications, Challenges, and Future Trends

T Zanouda, M Masoudi, FG Gebre, M Dohler - arXiv preprint arXiv …, 2024 - arxiv.org
Telecom networks are becoming increasingly complex, with diversified deployment
scenarios, multi-standards, and multi-vendor support. The intricate nature of the telecom …

Embedding-based data matching for disparate data sources

NE Kired, F Ravat, J Song, O Teste - … on Big Data Analytics and Knowledge …, 2024 - Springer
Dealing with heterogeneous sources is an important challenge in the field of knowledge
discovery and management. Schema matching methods are employed to solve this problem …

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) …