There are already models which are specialised to this task, e.g. https://huggingface.co/Babelscape/rebel-large https://huggingface.co/Babelscape/rebel-large (i

There are already models which are specialised to this task, e.g. https://huggingface.co/Babelscape/rebel-large https://huggingface.co/Babelscape/rebel-large (if I understood you correctly) Though with LLM and sufficient context length you could probably just use that prompt directly on the academic paper without ever generating a knowledge graph