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Search Topic:

deployment of Large Language Models in structured frameworks for scientific inquiry and data retrieval from research publications

Additional Context Provided:

I am interested in studies that concentrate on the application of Large Language Models (LLMs) within structured frameworks designed to extract and synthesize information from scientific research publications. Emphasis is on the methodologies that enable LLMs to navigate, interpret, and answer complex scientific questions by effectively leveraging existing research data. The desired papers should explore the integration of LLMs with data retrieval systems, highlighting how these models interact with and extract relevant information from scientific papers. The goal is to identify research that showcases how LLMs can be used not just as standalone entities, but as part of a comprehensive system that includes data retrieval, question interpretation, and answer generation, thereby enhancing the efficacy and accuracy of LLMs in scientific research contexts.