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 has successfully introduced standards for global mobility. However%2C the volume and complexity of these standards has increased over time%2C thus complicating access to relevant information for vendors and service providers. Use of Generative Artificial Intelligence (AI) and in particular Large Language Models (LLMs)%2C may provide faster access to relevant information. In this paper%2C we evaluate the capability of state-of-art LLMs to be used as Question Answering (QA) assistants for 3GPP document reference. Our contribution is threefold. First%2C we provide a benchmark and measuring methods for evaluating performance of LLMs. Second%2C we do data preprocessing and fine-tuning for one of these LLMs and provide guidelines to increase accuracy of the responses that apply to all LLMs. Third%2C we provide a model of our own%2C TeleRoBERTa%2C that performs on-par with foundation LLMs but with an order of magnitude less number of parameters. Results show that LLMs can be used as a credible reference tool on telecom technical documents%2C and thus have potential for a number of different applications from troubleshooting and maintenance%2C to network operations and software product development.?quality=80&w=800)
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