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A more focused way of generating ideas would be to have a multi-step approach, define the scope, collect information, generate ideas, clean up, expand/deduplica
by eamag 1y ago
A more focused way of generating ideas would be to have a multi-step approach, define the scope, collect information, generate ideas, clean up, expand/deduplicate, evaluate and rank, see a figure 4 from a review [1]
I tried to do it based on ICLR conference, and rank via LLM-tournament, see result https://openreview-copilot.eamag.me/projects https://openreview-copilot.eamag.me/projects and process https://eamag.me/2025/Paper-To-Project https://eamag.me/2025/Paper-To-Project
[1] https://www.semanticscholar.org/paper/A-Review-of-LLM-Assisted-Ideation-Li-Padilla/4e49b3efd70f479e8e45bd2e52a8310ca6b5005c/figure/4 https://www.semanticscholar.org/paper/A-Review-of-LLM-Assist...