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%20has%20successfully%20introduced%20standards%20for%20global%20mobility.%20However%2C%20the%20volume%20and%20complexity%20of%20these%20standards%20has%20increased%20over%20time%2C%20thus%20complicating%20access%20to%20relevant%20information%20for%20vendors%20and%20service%20providers.%20Use%20of%20Generative%20Artificial%20Intelligence%20(AI)%20and%20in%20particular%20Large%20Language%20Models%20(LLMs)%2C%20may%20provide%20faster%20access%20to%20relevant%20information.%20In%20this%20paper%2C%20we%20evaluate%20the%20capability%20of%20state-of-art%20LLMs%20to%20be%20used%20as%20Question%20Answering%20(QA)%20assistants%20for%203GPP%20document%20reference.%20Our%20contribution%20is%20threefold.%20First%2C%20we%20provide%20a%20benchmark%20and%20measuring%20methods%20for%20evaluating%20performance%20of%20LLMs.%20Second%2C%20we%20do%20data%20preprocessing%20and%20fine-tuning%20for%20one%20of%20these%20LLMs%20and%20provide%20guidelines%20to%20increase%20accuracy%20of%20the%20responses%20that%20apply%20to%20all%20LLMs.%20Third%2C%20we%20provide%20a%20model%20of%20our%20own%2C%20TeleRoBERTa%2C%20that%20performs%20on-par%20with%20foundation%20LLMs%20but%20with%20an%20order%20of%20magnitude%20less%20number%20of%20parameters.%20Results%20show%20that%20LLMs%20can%20be%20used%20as%20a%20credible%20reference%20tool%20on%20telecom%20technical%20documents%2C%20and%20thus%20have%20potential%20for%20a%20number%20of%20different%20applications%20from%20troubleshooting%20and%20maintenance%2C%20to%20network%20operations%20and%20software%20product%20development.)
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