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Interesting Scientific Idea Generation Using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders

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NIAID Data Ecosystem2026-05-02 收录
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https://zenodo.org/record/13900961
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Dataset for the Knowledge graph used in the paper "Interesting Scientific Idea Generation Using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders" by Xueme Gu and Mario Krenn.   Nodes represent scientific concepts extracted from 2.44 million paper titles and abstracts and edges are formed when two concepts co-occur in titles or abstracts of over 58 million papers from OpenAlex, augmented with citation information.
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2024-10-09
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