ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

This is a Plain English Papers summary of a research paper called ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter.

Overview

• Proposes a ResearchAgent, a large language model-powered research idea writing agent


• Automatically generates problems, methods, and experiment designs, refining them based on scientific literature


• Leverages an academic graph and entity-centric knowledge store to connect …

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