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Training Reasoning Models to Generate Diverse Scientific Ideas

Wadhwa, Manya et al.
arXiv (All) · Papers
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computation-and-language
One of the first steps of a research pipeline is generating ideas. Large Language Models (LLMs) are increasingly used to automate this step, but most of this work optimizes the quality of individual ideas, while overlooking diversity. In our work, we study document-grounded ideation, focusing on inc
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