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6G-BRICKS and SUNRISE-6G Joint Publication in IEEE Transactions on Cognitive Communications and Networking
Another joint publication of 6G-BRICKS and SUNRISE-6G, our paper titled “5G INSTRUCT Forge: An Advanced Data Engineering Pipeline for Making LLMs Learn 5G” in IEEE Transactions on Cognitive Communications and Networking, with an Impact Factor of 7.4!
The paper addresses the challenge of adapting Large Language Models (#LLMs) for specialised domains like 5G. It introduces 5G Instruct Forge, a data engineering pipeline designed to transform unstructured 3GPP Technical Specifications into structured datasets, enabling the fine-tuning of LLMs for 5G-specific tasks.
Key highlights of the paper:
· Overview of 5G Instruct Forge and its transformation of #3GPP specifications.
· Creation of the OpenAirInterface (#OAI) Instruct dataset as a proof of concept.
· Results demonstrating that 5G-aware LLMs trained on this dataset outperformed GPT-4 on 5G-specific tasks.
Read More: Publications – 6G-BRICKS
