Large Language Models for Optical Communications: Techniques, Opportunities, and Challenges
A comprehensive discussion of techniques for applying large language models (LLMs) in a vertical field is conducted. Despite the challenges, LLMs provides a promising solution for multiple applications in optical communications.
Authors
- Xiaotian Jiang (ORCID: https://orcid.org/0000-0002-2629-8728)
- Danshi Wang (ORCID: https://orcid.org/0000-0001-9815-4013)
- Yanli Liu (ORCID: https://orcid.org/0000-0003-3642-5409)
- Min Zhang (ORCID: https://orcid.org/0000-0002-8230-300X)
- Yidi Wang (ORCID: https://orcid.org/0000-0001-6122-9552)
- Yao Zhang (ORCID: https://orcid.org/0009-0007-9221-379X)
- Yue Pang (ORCID: https://orcid.org/0000-0003-3575-8236)
Institutions
- Beijing University of Posts and Telecommunications (CN)
- State Key Laboratory of Information Photonics and Optical Communications
Publication Details
- Published
- 2024-11-10
- DOI
- https://doi.org/10.1109/ipc60965.2024.10799848
- Primary Topic
- Optical Network Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Nova