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test/classify-paper.json

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{
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"category": "Research Paper (Technical Paper)",
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"category": "System Paper",
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"confidence": 9,
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"explanation": "The paper proposes a novel framework called Llamdex that integrates domain-specific models into large language models to improve performance under differential privacy constraints. It focuses on the design and evaluation of this new approach, including accuracy improvements and efficiency, indicating original research and technical contributions rather than a survey, dataset introduction, or demo. Therefore, it fits best as a Research Paper (Technical Paper)."
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"explanation": "The paper proposes a novel framework 'Llamdex' that enhances large language models by integrating models trained on domain-specific data through designed connection modules. It emphasizes the design, implementation, and evaluation of this new system with experimental results demonstrating improved accuracy and maintained inference efficiency. This aligns well with a System Paper as it focuses on a prototype framework addressing practical challenges of privacy and utility in domain-specific LLMs."
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}

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