Paper: https://arxiv.org/pdf/2305.14259
SciMON uses three graphs (citation, semantic and KG) to retrieve inspiration terms that are used by the LLM to generate novel scientific ideas.
This module is a reproduction of this method using the same principles but different methods. In particular, SciMON uses a pipeline of models to extract the key terms and context from the paper abstracts, whereas we use GPT prompting to do the same.